视频捕捉/采集

开发平台：
MultiPlatform

all_hands_combined.cascade：源码内容
							# cascaded classifier 
ClassifierCascade "combined", fan, 25x25, ratio 0.8 (fpr:1, dr:1, successful)
6 branches.
COMMON BRANCH
6 strong classifiers.
STRONG classifier 0 (fpr:0.397839, dr:0.953831):
9 weak classifiers, threshold 0.385315:
15026 * [FourBoxesSame (6,8,12,17),(6,9,12,18),(6,8,12,17),(8,10,14,19)]<-241.304 (0.240441)
766416 * [FourBoxesSame (16,20,18,22),(9,22,11,24),(9,14,11,16),(18,16,20,18)]<-56.4544 (0.317255)
721822 * [UpDownSame 12,13,14 x 10,13]>=2.1042 (0.326992)
739827 * [UpDownSame 4,5,6 x 10,14]<-1.25297 (0.323042)
542234 * [FourBoxesSame (8,6,10,11),(9,7,11,12),(9,5,11,10),(10,7,12,12)]>=71.0685 (0.367668)
628433 * [FourBoxesSame (-1,5,10,8),(3,6,14,9),(3,3,14,6),(1,5,12,8)]<559.365 (0.347866)
720719 * [LeftRightSame 9,12 x 9,10,11]<-4.79254 (0.327235)
593108 * [LeftRightSame 10,12 x 9,10,11]>=1.12748 (0.355922)
62445 * [FourBoxesSame (12,18,15,21),(13,19,16,22),(13,15,16,18),(14,17,17,20)]<181.972 (0.34877)
STRONG classifier 1 (fpr:0.0767736, dr:0.953831):
12 weak classifiers, threshold 0.249268:
42191 * [FourBoxesSame (4,16,15,22),(8,17,19,23),(8,14,19,20),(6,16,17,22)]<-63.7483 (0.194363)
02213 * [FourBoxesSame (6,17,8,19),(7,19,9,21),(7,15,9,17),(8,17,10,19)]>=29.7726 (0.264612)
37705 * [FourBoxesSame (5,8,16,10),(5,9,16,11),(5,8,16,10),(7,10,18,12)]<-24.4772 (0.201483)
51498 * [UpDownSame 15,16,17 x 11,14]<15.9103 (0.180202)
61409 * [FourBoxesSame (8,15,21,18),(4,16,17,19),(4,18,17,21),(10,20,23,23)]>=81.1461 (0.166022)
46427 * [FourBoxesSame (6,12,15,18),(5,13,14,19),(5,11,14,17),(8,13,17,19)]<-39.1459 (0.187815)
30729 * [UpDownSame 15,16,17 x 10,15]<13.5373 (0.212941)
50474 * [FourBoxesSame (11,7,21,10),(12,8,22,11),(12,6,22,9),(13,8,23,11)]<-29.4483 (0.181719)
35377 * [FourBoxesSame (11,10,14,13),(12,11,15,14),(12,7,15,10),(13,9,16,12)]>=44.7823 (0.205254)
38839 * [UpDownSame 15,16,17 x 12,13]>=-10.5934 (0.199665)
5386 * [FourBoxesSame (6,11,15,21),(7,12,16,22),(7,9,16,19),(8,11,17,21)]<-69.923 (0.176739)
38599 * [FourBoxesSame (12,15,19,17),(7,16,14,18),(7,9,14,11),(14,11,21,13)]>=75.2947 (0.200049)
STRONG classifier 2 (fpr:0.0923226, dr:0.952849):
17 weak classifiers, threshold 0.347351:
08273 * [FourBoxesSame (5,14,17,21),(9,15,21,22),(9,13,21,20),(7,15,19,22)]<-78.3233 (0.110787)
20812 * [FourBoxesSame (0,19,14,22),(4,20,18,23),(4,17,18,20),(2,19,16,22)]<-176.29 (0.230033)
56757 * [UpDownSame 19,20,21 x 19,20]<3.40944 (0.172563)
32341 * [FourBoxesSame (7,10,9,18),(0,11,2,19),(0,1,2,9),(9,3,11,11)]>=140.291 (0.210251)
16117 * [FourBoxesSame (6,6,10,17),(6,7,10,18),(6,5,10,16),(8,7,12,18)]<-86.474 (0.238455)
47425 * [UpDownSame 19,20,21 x 10,12]<16.7963 (0.186298)
46791 * [FourBoxesSame (15,3,21,17),(0,4,6,18),(0,2,6,16),(17,4,23,18)]<-149.532 (0.18726)
11263 * [UpDownSame 20,21,22 x 20,23]<8.40626 (0.247381)
38534 * [FourBoxesSame (8,10,21,14),(2,11,15,15),(2,9,15,13),(10,11,23,15)]>=183.607 (0.200152)
12075 * [FourBoxesSame (10,11,16,22),(7,12,13,23),(7,9,13,20),(12,11,18,22)]<-166.877 (0.245873)
41046 * [UpDownSame 15,16,17 x 10,14]<11.5069 (0.196162)
41874 * [FourBoxesSame (7,8,12,17),(9,9,14,18),(9,10,14,19),(9,12,14,21)]<-134.527 (0.194859)
09173 * [UpDownSame 16,17,18 x 13,14]>=-2.76137 (0.251293)
40713 * [FourBoxesSame (2,19,8,22),(2,20,8,23),(2,16,8,19),(4,18,10,21)]>=114.842 (0.196687)
13948 * [FourBoxesSame (-1,11,15,22),(2,12,18,23),(2,9,18,20),(1,11,17,22)]<-277.196 (0.242415)
39269 * [UpDownSame 11,16,21 x 4,15]<373.478 (0.198979)
41063 * [FourBoxesSame (1,0,14,14),(9,1,22,15),(9,0,22,14),(3,2,16,16)]<-172.326 (0.196134)
STRONG classifier 3 (fpr:0.0767736, dr:0.944008):
7 weak classifiers, threshold 0.327637:
93816 * [FourBoxesSame (3,14,15,22),(8,15,20,23),(8,13,20,21),(5,15,17,23)]<-187.888 (0.12585)
20069 * [UpDownSame 4,14,24 x 8,9]<133.411 (0.231352)
4049 * [FourBoxesSame (17,13,20,17),(3,14,6,18),(3,5,6,9),(19,7,22,11)]>=136.615 (0.197039)
22847 * [FourBoxesSame (11,1,21,13),(10,2,20,14),(10,0,20,12),(13,2,23,14)]<-197.23 (0.22645)
45463 * [LeftRightSame 17,18 x 15,16,17]>=-4.40776 (0.18929)
27339 * [FourBoxesSame (6,2,11,17),(4,3,9,18),(4,2,9,17),(8,4,13,19)]<-209.64 (0.218678)
07985 * [FourBoxesSame (16,13,21,18),(3,14,8,19),(3,11,8,16),(18,13,23,18)]<-136.992 (0.253535)
STRONG classifier 4 (fpr:0.0874636, dr:0.934185):
9 weak classifiers, threshold 0.42807:
85674 * [FourBoxesSame (6,7,12,18),(6,8,12,19),(6,7,12,18),(8,9,14,20)]<-255.644 (0.135083)
05737 * [FourBoxesSame (12,9,19,22),(7,10,14,23),(7,8,14,21),(14,10,21,23)]<-197.736 (0.257813)
4116 * [LeftRightSame 18,21 x 12,13,14]<9.38063 (0.195982)
34307 * [FourBoxesSame (3,7,16,11),(0,8,13,12),(0,8,13,12),(5,10,18,14)]<-243.429 (0.207006)
01435 * [FourBoxesSame (12,1,20,3),(10,2,18,4),(10,-1,18,1),(14,1,22,3)]<-77.2428 (0.266129)
23407 * [UpDownSame 17,18,19 x 14,15]>=-5.23156 (0.22547)
29926 * [FourBoxesSame (16,5,20,18),(18,6,22,19),(18,0,22,13),(18,2,22,15)]>=446.426 (0.214289)
13967 * [FourBoxesSame (15,2,21,15),(12,3,18,16),(12,-1,18,12),(17,1,23,14)]<-473.567 (0.242381)
35217 * [UpDownSame 4,14,24 x 3,24]<2666.75 (0.205516)
STRONG classifier 5 (fpr:0.0641399, dr:0.925344):
11 weak classifiers, threshold 0.404205:
75263 * [FourBoxesSame (2,6,11,22),(5,7,14,23),(5,5,14,21),(4,7,13,23)]<-439.258 (0.147716)
965297 * [FourBoxesSame (2,19,11,21),(2,20,11,22),(2,19,11,21),(4,21,13,23)]>=30.3595 (0.275819)
04478 * [UpDownSame 16,17,18 x 13,16]>=-15.5212 (0.260228)
28665 * [FourBoxesSame (14,3,16,7),(8,4,10,8),(8,10,10,14),(16,12,18,16)]<-180.862 (0.216421)
10099 * [FourBoxesSame (11,7,16,9),(12,8,17,10),(12,5,17,7),(13,7,18,9)]<-32.6586 (0.249555)
94894 * [LeftRightSame 17,18 x 14,15,16]<4.94321 (0.279098)
18803 * [FourBoxesSame (10,20,12,22),(1,22,3,24),(1,9,3,11),(12,11,14,13)]<-92.9098 (0.233612)
977989 * [FourBoxesSame (6,6,8,16),(0,7,2,17),(0,9,2,19),(8,11,10,21)]<-164.234 (0.273291)
01496 * [LeftRightSame 20,22 x 12,13,14]>=-14.0497 (0.266011)
19003 * [FourBoxesSame (11,4,13,16),(5,5,7,17),(5,-1,7,11),(13,1,15,13)]<-251.936 (0.233253)
08458 * [FourBoxesSame (11,5,13,12),(12,6,14,13),(12,3,14,10),(13,5,15,12)]>=118.809 (0.252641)
BRANCH 0 "victory" (fpr:8.48039e-21, dr:0.247505)
7 strong classifiers.
STRONG classifier 6 (fpr:0.00980392, dr:0.904192):
40 weak classifiers, threshold 0.439087:
11297 * [FourBoxesSame (5,13,9,17),(8,14,12,18),(8,11,12,15),(7,13,11,17)]<-315.856 (0.107843)
29484 * [FourBoxesSame (7,10,9,22),(8,11,10,23),(8,8,10,20),(9,10,11,22)]<-254.17 (0.215035)
60015 * [UpDownSame 18,20,22 x 11,19]<21.7345 (0.167961)
70176 * [FourBoxesSame (13,0,20,19),(1,1,8,20),(1,0,8,19),(15,2,22,21)]>=535.843 (0.154236)
44838 * [UpDownSame 2,3,4 x 4,6]>=0.944983 (0.190251)
25527 * [FourBoxesSame (15,12,18,17),(5,13,8,18),(5,13,8,18),(17,15,20,20)]>=133.563 (0.221789)
26876 * [UpDownSame 16,18,20 x 7,9]>=-15.6397 (0.21947)
53773 * [FourBoxesSame (4,1,9,6),(5,2,10,7),(5,-1,10,4),(6,1,11,6)]>=148.921 (0.176865)
42494 * [FourBoxesSame (14,6,16,10),(6,7,8,11),(6,4,8,8),(16,6,18,10)]<-148.85 (0.193888)
49601 * [LeftRightSame 8,13 x 6,11,16]<50.8096 (0.183022)
45406 * [FourBoxesSame (0,1,4,22),(3,2,7,23),(3,0,7,21),(2,2,6,23)]<-300.114 (0.189377)
4367 * [FourBoxesSame (7,13,9,22),(8,14,10,23),(8,8,10,17),(9,10,11,19)]<-288.548 (0.192057)
55544 * [FourBoxesSame (5,1,16,3),(9,2,20,4),(9,0,20,2),(7,2,18,4)]<-36.1136 (0.174302)
28669 * [FourBoxesSame (3,1,9,6),(7,2,13,7),(7,1,13,6),(5,3,11,8)]>=62.4263 (0.216414)
16595 * [UpDownSame 16,18,20 x 12,13]<5.20747 (0.237587)
49673 * [FourBoxesSame (17,12,20,16),(17,13,20,17),(17,15,20,19),(19,17,22,21)]>=321.613 (0.182914)
46974 * [FourBoxesSame (14,2,21,22),(12,3,19,23),(12,1,19,21),(16,3,23,23)]>=360.237 (0.186982)
54322 * [LeftRightSame 11,14 x 8,12,16]>=-23.2911 (0.176067)
43295 * [FourBoxesSame (7,7,9,22),(7,8,9,23),(7,4,9,19),(9,6,11,21)]<-444.243 (0.19264)
36921 * [FourBoxesSame (10,1,12,10),(9,2,11,11),(9,3,11,12),(12,5,14,14)]<-247.629 (0.202748)
66733 * [UpDownSame 18,19,20 x 10,14]<4.1382 (0.158781)
40793 * [FourBoxesSame (18,18,21,20),(6,19,9,21),(6,12,9,14),(20,14,23,16)]<-185.414 (0.196561)
27862 * [FourBoxesSame (17,0,20,20),(18,1,21,21),(18,1,21,21),(19,3,22,23)]>=199.176 (0.217786)
41742 * [UpDownSame -1,2,5 x 7,11]<45.356 (0.195067)
3633 * [FourBoxesSame (5,11,7,22),(4,12,6,23),(4,10,6,21),(7,12,9,23)]>=112.807 (0.203705)
39345 * [FourBoxesSame (2,4,8,17),(1,5,7,18),(1,3,7,16),(4,5,10,18)]<-453.516 (0.198857)
49309 * [LeftRightSame 6,8 x 2,8,14]>=-50.1403 (0.183459)
34384 * [FourBoxesSame (12,8,16,13),(8,9,12,14),(8,5,12,10),(14,7,18,12)]>=542.733 (0.206879)
48145 * [FourBoxesSame (6,5,17,17),(6,6,17,18),(6,4,17,16),(8,6,19,18)]<-480.143 (0.185209)
55015 * [LeftRightSame 8,12 x 5,11,17]>=-70.6436 (0.175064)
33431 * [FourBoxesSame (12,10,19,13),(14,11,21,14),(14,9,21,12),(14,11,21,14)]>=186.495 (0.208448)
36859 * [FourBoxesSame (16,10,19,17),(16,11,19,18),(16,9,19,16),(18,11,21,18)]<-89.1803 (0.202848)
43633 * [UpDownSame 20,21,22 x 11,13]<3.20397 (0.192115)
51111 * [FourBoxesSame (5,9,9,21),(5,10,9,22),(5,7,9,19),(7,9,11,21)]<-533.376 (0.180774)
24876 * [FourBoxesSame (16,11,21,13),(2,12,7,14),(2,8,7,10),(18,10,23,12)]>=66.166 (0.222914)
26099 * [LeftRightSame 10,11 x 4,10,16]<12.2349 (0.220803)
41281 * [FourBoxesSame (12,3,21,17),(13,4,22,18),(13,5,22,19),(14,7,23,21)]>=741.391 (0.195791)
45399 * [FourBoxesSame (19,10,21,13),(9,11,11,14),(9,6,11,9),(21,8,23,11)]>=156.343 (0.189389)
45484 * [UpDownSame 16,19,22 x 15,20]<37.5755 (0.189258)
22601 * [FourBoxesSame (13,2,17,10),(15,3,19,11),(15,2,19,10),(15,4,19,12)]<-159.101 (0.226881)
STRONG classifier 7 (fpr:0.00980392, dr:0.896208):
34 weak classifiers, threshold 0.46225:
75006 * [FourBoxesSame (16,11,18,14),(9,12,11,15),(9,6,11,9),(18,8,20,11)]>=304.093 (0.148039)
2006 * [FourBoxesSame (9,15,15,18),(10,16,16,19),(10,12,16,15),(11,14,17,17)]<-133.194 (0.231369)
14946 * [FourBoxesSame (9,2,17,4),(3,3,11,5),(3,2,11,4),(11,4,19,6)]<-68.0969 (0.240587)
26161 * [FourBoxesSame (16,0,20,2),(13,1,17,3),(13,15,17,17),(18,17,22,19)]>=416.563 (0.220697)
37185 * [UpDownSame 5,8,11 x 3,8]>=-36.4641 (0.202321)
41994 * [FourBoxesSame (14,2,19,6),(11,3,16,7),(11,1,16,5),(16,3,21,7)]>=226.678 (0.194671)
11959 * [UpDownSame 18,19,20 x 7,9]>=-0.952315 (0.246087)
24718 * [FourBoxesSame (19,19,21,22),(20,20,22,23),(20,2,22,5),(21,4,23,7)]<-422.307 (0.223188)
18354 * [FourBoxesSame (9,10,12,12),(9,11,12,13),(9,8,12,10),(11,10,14,12)]>=120.088 (0.234416)
26005 * [UpDownSame 18,21,24 x 15,17]<9.88307 (0.220966)
18069 * [FourBoxesSame (16,11,21,22),(15,12,20,23),(15,9,20,20),(18,11,23,22)]>=668.074 (0.234929)
35838 * [FourBoxesSame (14,10,21,14),(7,11,14,15),(7,14,14,18),(16,16,23,20)]>=792.412 (0.204504)
38751 * [FourBoxesSame (5,7,12,10),(3,8,10,11),(3,6,10,9),(7,8,14,11)]<5.04283 (0.199805)
13096 * [LeftRightSame 7,12 x 4,11,18]>=-55.131 (0.243984)
358 * [FourBoxesSame (13,3,15,8),(3,4,5,9),(3,2,5,7),(15,4,17,9)]<-176.5 (0.204566)
07483 * [FourBoxesSame (12,0,17,2),(0,1,5,3),(0,0,5,2),(14,2,19,4)]>=89.3969 (0.254485)
19855 * [UpDownSame 19,20,21 x 17,18]<1.11804 (0.231733)
37637 * [FourBoxesSame (10,3,12,10),(4,4,6,11),(4,3,6,10),(12,5,14,12)]<-247.905 (0.201593)
17586 * [FourBoxesSame (6,6,8,10),(6,7,8,11),(6,5,8,9),(8,7,10,11)]<-103.325 (0.235798)
19324 * [UpDownSame 19,20,21 x 7,12]>=-3.9458 (0.23268)
25476 * [FourBoxesSame (14,3,18,15),(16,4,20,16),(16,2,20,14),(16,4,20,16)]>=336.9 (0.221878)
17814 * [FourBoxesSame (9,6,18,8),(8,7,17,9),(8,4,17,6),(11,6,20,8)]<-34.9258 (0.235387)
06082 * [FourBoxesSame (11,13,15,16),(8,14,12,17),(8,12,12,15),(13,14,17,17)]<-62.5842 (0.257152)
01217 * [FourBoxesSame (14,12,16,14),(15,14,17,16),(15,13,17,15),(16,15,18,17)]>=17.2706 (0.266555)
05251 * [UpDownSame 16,17,18 x 10,13]>=-1.93402 (0.258743)
16353 * [FourBoxesSame (17,5,21,13),(9,6,13,14),(9,2,13,10),(19,4,23,12)]>=880.075 (0.238027)
10121 * [FourBoxesSame (18,1,20,3),(12,3,14,5),(12,19,14,21),(20,21,22,23)]>=186.71 (0.249514)
24507 * [UpDownSame 19,20,21 x 15,17]<1.70004 (0.223555)
17256 * [FourBoxesSame (11,0,13,20),(6,1,8,21),(6,0,8,20),(13,2,15,22)]<-227.861 (0.236392)
14097 * [FourBoxesSame (11,4,13,7),(5,5,7,8),(5,4,7,7),(13,6,15,9)]>=99.6515 (0.242143)
23622 * [UpDownSame 20,22,24 x 9,11]>=-5.93585 (0.225094)
23589 * [FourBoxesSame (14,0,19,2),(8,1,13,3),(8,0,13,2),(16,2,21,4)]>=81.6476 (0.225152)
21432 * [FourBoxesSame (13,1,15,12),(5,2,7,13),(5,1,7,12),(15,3,17,14)]<-331.086 (0.228937)
24665 * [LeftRightSame 8,12 x 5,11,17]>=-55.1428 (0.223281)
STRONG classifier 8 (fpr:0.00970874, dr:0.878244):
40 weak classifiers, threshold 0.482513:
18959 * [FourBoxesSame (6,1,8,9),(7,2,9,10),(7,-1,9,7),(8,1,10,9)]>=307.25 (0.233333)
14944 * [LeftRightSame 4,8 x -1,8,17]<53.6381 (0.240592)
04352 * [FourBoxesSame (6,10,9,19),(7,11,10,20),(7,9,10,18),(8,11,11,20)]<-317.332 (0.260472)
880844 * [FourBoxesSame (9,1,18,3),(11,2,20,4),(11,0,20,2),(11,2,20,4)]<-19.9533 (0.293003)
02637 * [FourBoxesSame (13,6,16,11),(11,7,14,12),(11,5,14,10),(15,7,18,12)]>=594.448 (0.263788)
19188 * [FourBoxesSame (7,17,11,19),(7,18,11,20),(7,19,11,21),(9,21,13,23)]<173.676 (0.232922)
13922 * [FourBoxesSame (4,12,6,20),(5,13,7,21),(5,11,7,19),(6,13,8,21)]>=333.418 (0.242463)
04586 * [UpDownSame 20,22,24 x 13,18]<8.251 (0.260021)
00473 * [FourBoxesSame (2,9,6,17),(2,10,6,18),(2,8,6,16),(4,10,8,18)]<-609.703 (0.268012)
969471 * [UpDownSame 21,22,23 x 10,15]>=-5.89538 (0.274986)
935017 * [FourBoxesSame (13,3,16,16),(15,4,18,17),(15,2,18,15),(15,4,18,17)]<-524.998 (0.281908)
942092 * [FourBoxesSame (15,8,21,14),(4,9,10,15),(4,10,10,16),(17,12,23,18)]<327.69 (0.280478)
994364 * [UpDownSame 15,18,21 x 13,14]<5.54649 (0.270051)
904849 * [FourBoxesSame (10,0,12,11),(11,1,13,12),(11,0,13,11),(12,2,14,13)]<-375.027 (0.288055)
097 * [FourBoxesSame (6,9,11,16),(4,10,9,17),(4,6,9,13),(8,8,13,15)]<7.76345 (0.250302)
107 * [FourBoxesSame (16,9,21,22),(16,10,21,23),(16,7,21,20),(18,9,23,22)]<-754.662 (0.24843)
06292 * [UpDownSame 18,20,22 x 11,18]>=-15.1524 (0.256752)
993329 * [FourBoxesSame (17,8,19,22),(0,9,2,23),(0,2,2,16),(19,4,21,18)]>=546.597 (0.270255)
972482 * [UpDownSame 19,20,21 x 10,18]<3.37425 (0.274386)
922029 * [LeftRightSame 2,4 x 4,5,6]>=4.89781 (0.284545)
969656 * [UpDownSame 21,22,23 x 6,15]<6.04942 (0.274949)
951498 * [LeftRightSame 0,7 x 13,15,17]<-45.3422 (0.278584)
952566 * [FourBoxesSame (9,6,15,10),(12,7,18,11),(12,3,18,7),(11,5,17,9)]<196.88 (0.278369)
824213 * [FourBoxesSame (0,12,7,15),(3,13,10,16),(3,11,10,14),(2,13,9,16)]<-213.83 (0.30487)
956517 * [FourBoxesSame (5,0,16,2),(2,1,13,3),(2,0,13,2),(7,2,18,4)]>=22.1126 (0.277576)
05358 * [FourBoxesSame (4,12,6,22),(4,13,6,23),(4,11,6,21),(6,13,8,23)]>=191.967 (0.258539)
98791 * [FourBoxesSame (8,0,18,3),(12,1,22,4),(12,-1,22,2),(10,1,20,4)]<223.747 (0.271325)
939685 * [FourBoxesSame (12,5,17,17),(7,6,12,18),(7,2,12,14),(14,4,19,16)]>=1589.68 (0.280964)
06234 * [FourBoxesSame (7,16,9,19),(7,17,9,20),(7,18,9,21),(9,20,11,23)]<188.32 (0.256862)
01149 * [FourBoxesSame (7,10,9,22),(3,11,5,23),(3,8,5,20),(9,10,11,22)]<-418.348 (0.266688)
800395 * [FourBoxesSame (12,2,15,12),(0,3,3,13),(0,0,3,10),(14,2,17,12)]>=251.349 (0.309941)
849261 * [FourBoxesSame (9,3,18,5),(4,4,13,6),(4,2,13,4),(11,4,20,6)]<38.3569 (0.299588)
951787 * [LeftRightSame 1,7 x 12,14,16]<-38.7532 (0.278526)
06962 * [UpDownSame 18,19,20 x 7,10]>=-2.3805 (0.255475)
913476 * [FourBoxesSame (15,10,19,16),(16,11,20,17),(16,9,20,15),(17,11,21,17)]<-147.713 (0.286289)
96527 * [LeftRightSame 8,14 x 6,7,8]<-7.83759 (0.275824)
96085 * [FourBoxesSame (12,2,20,12),(10,3,18,13),(10,1,18,11),(14,3,22,13)]>=527.391 (0.276708)
02443 * [UpDownSame 18,19,20 x 7,18]<7.3835 (0.264165)
95069 * [FourBoxesSame (4,13,6,22),(0,14,2,23),(0,8,2,17),(6,10,8,19)]>=613.971 (0.278746)
971001 * [FourBoxesSame (13,18,16,20),(7,19,10,21),(7,18,10,20),(15,20,18,22)]>=-118.506 (0.274681)
STRONG classifier 9 (fpr:0.00970874, dr:0.838323):
42 weak classifiers, threshold 0.523682:
27943 * [FourBoxesSame (3,8,18,14),(4,9,19,15),(4,7,19,13),(5,9,20,15)]>=-483.473 (0.217647)
14818 * [FourBoxesSame (10,4,12,11),(6,5,8,12),(6,5,8,12),(12,7,14,14)]<-551.394 (0.240822)
11787 * [FourBoxesSame (6,12,9,15),(7,13,10,16),(7,10,10,13),(8,12,11,15)]<-191.088 (0.246407)
977974 * [FourBoxesSame (9,12,12,18),(9,13,12,19),(9,12,12,18),(11,14,14,20)]>=8.62151 (0.273294)
00292 * [FourBoxesSame (15,13,21,17),(7,14,13,18),(7,13,13,17),(17,15,23,19)]>=-162.554 (0.268367)
11801 * [LeftRightSame 6,10 x 13,15,17]<-17.4699 (0.24638)
948731 * [FourBoxesSame (14,3,17,17),(8,4,11,18),(8,5,11,19),(16,7,19,21)]>=-290.499 (0.27914)
97403 * [LeftRightSame 1,10 x 7,8,9]>=12.4856 (0.274078)
924893 * [UpDownSame 2,3,4 x 3,8]>=4.22786 (0.283962)
09535 * [FourBoxesSame (7,7,11,14),(4,8,8,15),(4,4,8,11),(9,6,13,13)]>=-910.939 (0.250613)
08737 * [FourBoxesSame (1,0,3,4),(1,1,3,5),(1,0,3,4),(3,2,5,6)]<-200.601 (0.252114)
88626 * [LeftRightSame 7,8 x 6,7,8]<-1.24999 (0.291882)
953408 * [FourBoxesSame (9,0,19,19),(11,1,21,20),(11,-1,21,18),(11,1,21,20)]>=-1147.32 (0.2782)
00051 * [FourBoxesSame (4,10,6,22),(0,11,2,23),(0,9,2,21),(6,11,8,23)]>=552.23 (0.268842)
02185 * [UpDownSame 13,15,17 x 8,12]>=-4.15431 (0.264668)
12716 * [LeftRightSame 12,24 x 5,7,9]<-88.9025 (0.244685)
962738 * [LeftRightSame 2,13 x 4,11,18]<188.621 (0.27633)
91129 * [FourBoxesSame (5,0,16,2),(0,1,11,3),(0,0,11,2),(7,2,18,4)]>=28.4825 (0.286736)
9052 * [FourBoxesSame (3,2,5,4),(1,4,3,6),(1,1,3,3),(5,3,7,5)]>=113.225 (0.287983)
884955 * [LeftRightSame 6,7 x 4,5,6]<-1.07545 (0.292152)
928515 * [FourBoxesSame (4,11,11,14),(9,12,16,15),(9,9,16,12),(6,11,13,14)]>=-403.924 (0.283226)
914548 * [UpDownSame 2,3,4 x 5,6]>=1.95539 (0.28607)
870189 * [FourBoxesSame (15,4,17,18),(1,5,3,19),(1,6,3,20),(17,8,19,22)]>=62.1505 (0.295215)
826286 * [UpDownSame 10,12,14 x 14,22]<-26.243 (0.304431)
831274 * [LeftRightSame 8,9 x 13,17,21]<-10.9619 (0.303376)
11785 * [FourBoxesSame (13,3,20,16),(5,4,12,17),(5,5,12,18),(15,7,22,20)]>=-1152.14 (0.246411)
03198 * [FourBoxesSame (-1,4,16,16),(4,5,21,17),(4,3,21,15),(1,5,18,17)]>=-411.512 (0.262701)
896258 * [FourBoxesSame (13,6,15,11),(12,7,14,12),(12,6,14,11),(15,8,17,13)]<-148.06 (0.28982)
911647 * [FourBoxesSame (12,20,21,22),(13,21,22,23),(13,17,22,19),(14,19,23,21)]>=-247.569 (0.286663)
951009 * [FourBoxesSame (14,4,16,7),(1,5,3,8),(1,6,3,9),(16,8,18,11)]>=197.442 (0.278682)
911769 * [UpDownSame 13,14,15 x 9,11]>=1.06098 (0.286638)
917385 * [UpDownSame 13,16,19 x 15,23]>=49.3479 (0.285491)
96202 * [FourBoxesSame (13,2,16,4),(5,3,8,5),(5,10,8,12),(15,12,18,14)]<133.186 (0.276474)
881346 * [FourBoxesSame (8,6,13,15),(5,7,10,16),(5,4,10,13),(10,6,15,15)]<188.856 (0.292899)
908092 * [LeftRightSame 1,6 x 5,6,7]>=11.7948 (0.287391)
875924 * [LeftRightSame 4,6 x 5,6,7]<-2.41427 (0.294023)
9529 * [FourBoxesSame (7,5,12,16),(5,6,10,17),(5,3,10,14),(9,5,14,16)]>=-1146.04 (0.278302)
984858 * [FourBoxesSame (17,14,19,16),(17,16,19,18),(17,15,19,17),(19,17,21,19)]>=44.6634 (0.271929)
817004 * [UpDownSame 3,4,5 x 15,18]<-1.1956 (0.3064)
866682 * [LeftRightSame 16,24 x 6,7,8]>=6.83182 (0.295945)
900324 * [FourBoxesSame (9,9,18,11),(2,10,11,12),(2,7,11,9),(11,9,20,11)]>=-235.478 (0.288984)
959137 * [FourBoxesSame (11,13,14,16),(13,14,16,17),(13,12,16,15),(13,14,16,17)]<-35.7992 (0.277051)
STRONG classifier 10 (fpr:0.00970874, dr:0.672655):
39 weak classifiers, threshold 0.561493:
0419 * [UpDownSame 9,11,13 x 10,12]<-16.8677 (0.260784)
888677 * [FourBoxesSame (6,6,9,8),(5,7,8,9),(5,18,8,20),(8,20,11,22)]>=25.712 (0.291383)
809754 * [FourBoxesSame (14,4,17,9),(8,5,11,10),(8,4,11,9),(16,6,19,11)]>=442.995 (0.307943)
976861 * [FourBoxesSame (10,2,18,12),(13,3,21,13),(13,0,21,10),(12,2,20,12)]<1489.23 (0.273515)
790618 * [FourBoxesSame (5,1,7,4),(3,2,5,5),(3,-1,5,2),(7,1,9,4)]>=167.505 (0.312036)
770329 * [FourBoxesSame (7,10,9,13),(8,11,10,14),(8,7,10,10),(9,9,11,12)]<-207.079 (0.316408)
899861 * [FourBoxesSame (9,11,11,20),(10,12,12,21),(10,10,12,19),(11,12,13,21)]>=-268.339 (0.289079)
78298 * [FourBoxesSame (18,14,20,17),(19,15,21,18),(19,12,21,15),(20,14,22,17)]>=390.513 (0.313678)
777708 * [FourBoxesSame (0,8,2,12),(0,9,2,13),(0,7,2,11),(2,9,4,13)]>=-117.339 (0.314814)
774104 * [FourBoxesSame (14,2,18,4),(15,3,19,5),(15,-1,19,1),(16,1,20,3)]<-61.6427 (0.315592)
731064 * [LeftRightSame 6,7 x 1,4,7]<-12.3396 (0.324961)
736262 * [UpDownSame 4,6,8 x 13,15]>=-0.948764 (0.323822)
671272 * [FourBoxesSame (8,17,18,21),(6,18,16,22),(6,16,16,20),(10,18,20,22)]<-161.267 (0.338212)
736934 * [LeftRightSame 4,8 x 1,11,21]>=-85.9699 (0.323675)
740485 * [UpDownSame 11,12,13 x 18,21]>=1.65629 (0.322898)
679518 * [FourBoxesSame (14,6,17,8),(13,7,16,9),(13,6,16,8),(16,8,19,10)]>=100.394 (0.336369)
812528 * [FourBoxesSame (2,3,20,11),(2,4,20,12),(2,2,20,10),(4,4,22,12)]<1067.08 (0.307352)
757782 * [FourBoxesSame (13,8,15,14),(11,9,13,15),(11,7,13,13),(15,9,17,15)]<-224.462 (0.319128)
720986 * [FourBoxesSame (10,12,17,15),(5,13,12,16),(5,4,12,7),(12,6,19,9)]>=562.712 (0.327176)
752577 * [FourBoxesSame (6,4,17,11),(9,5,20,12),(9,4,20,11),(8,6,19,13)]>=-958.423 (0.32026)
846222 * [FourBoxesSame (14,0,16,3),(13,1,15,4),(13,-1,15,2),(16,1,18,4)]<-188.598 (0.300226)
739027 * [FourBoxesSame (13,4,21,6),(14,5,22,7),(14,2,22,4),(15,4,23,6)]>=-280.318 (0.323217)
824799 * [FourBoxesSame (17,14,20,16),(19,15,22,17),(19,13,22,15),(19,15,22,17)]<-137.104 (0.304746)
757667 * [UpDownSame 7,8,9 x 5,7]>=0.967148 (0.319153)
706991 * [FourBoxesSame (19,11,21,13),(16,13,18,15),(16,11,18,13),(21,13,23,15)]>=29.1856 (0.330264)
758069 * [LeftRightSame 13,15 x 15,16,17]<-0.603064 (0.319066)
667464 * [FourBoxesSame (13,9,15,19),(7,10,9,20),(7,11,9,21),(15,13,17,23)]>=-37.1764 (0.339065)
759605 * [FourBoxesSame (3,14,7,19),(5,15,9,20),(5,14,9,19),(5,16,9,21)]<-465.103 (0.318732)
833275 * [FourBoxesSame (13,9,17,18),(4,10,8,19),(4,12,8,21),(15,14,19,23)]<908.53 (0.302953)
763278 * [UpDownSame 11,12,13 x 10,11]>=1.57622 (0.317935)
718774 * [FourBoxesSame (4,3,11,6),(0,4,7,7),(0,2,7,5),(6,4,13,7)]<-9.32348 (0.327663)
713232 * [UpDownSame 22,23,24 x 2,10]<1.32058 (0.328885)
7957 * [FourBoxesSame (11,0,13,7),(10,1,12,8),(10,0,12,7),(13,2,15,9)]<-338.312 (0.310946)
779192 * [FourBoxesSame (7,0,21,19),(8,1,22,20),(8,1,22,20),(9,3,23,22)]>=-933.065 (0.314494)
79796 * [FourBoxesSame (8,19,16,22),(3,20,11,23),(3,17,11,20),(10,19,18,22)]<-147.943 (0.310462)
713432 * [FourBoxesSame (7,2,9,7),(6,3,8,8),(6,1,8,6),(9,3,11,8)]>=79.6546 (0.328841)
789035 * [UpDownSame 1,2,3 x 13,18]>=1.95941 (0.312376)
676001 * [LeftRightSame 10,13 x 2,3,4]>=-1.15547 (0.337154)
823959 * [FourBoxesSame (13,6,17,10),(12,7,16,11),(12,6,16,10),(15,8,19,12)]>=467.613 (0.304924)
STRONG classifier 11 (fpr:0.00980392, dr:0.459082):
37 weak classifiers, threshold 0.596191:
899195 * [FourBoxesSame (17,2,19,10),(18,3,20,11),(18,-1,20,7),(19,1,21,9)]>=-255.049 (0.289216)
83436 * [FourBoxesSame (2,13,7,18),(0,14,5,19),(0,15,5,20),(4,17,9,22)]<-122.972 (0.302724)
82578 * [FourBoxesSame (6,7,8,18),(5,8,7,19),(5,10,7,21),(8,12,10,23)]<528.69 (0.304538)
750208 * [FourBoxesSame (4,11,7,20),(4,12,7,21),(4,11,7,20),(6,13,9,22)]>=1005.75 (0.320776)
750226 * [FourBoxesSame (16,20,18,22),(17,22,19,24),(17,18,19,20),(18,20,20,22)]>=-51.9086 (0.320772)
7452 * [LeftRightSame 4,6 x 14,17,20]>=36.9034 (0.321868)
691893 * [LeftRightSame 7,12 x 5,11,17]<46.0387 (0.333612)
711928 * [FourBoxesSame (7,8,9,10),(8,10,10,12),(8,8,10,10),(9,10,11,12)]>=139.779 (0.329173)
676074 * [FourBoxesSame (7,6,13,11),(3,7,9,12),(3,4,9,9),(9,6,15,11)]>=-380.583 (0.337138)
666152 * [FourBoxesSame (14,4,16,16),(9,5,11,17),(9,3,11,15),(16,5,18,17)]<-339.693 (0.339359)
687506 * [FourBoxesSame (5,8,11,13),(8,9,14,14),(8,8,14,13),(7,10,13,15)]<-4.03769 (0.334588)
622157 * [FourBoxesSame (4,2,6,5),(5,3,7,6),(5,-1,7,2),(6,1,8,4)]>=193.752 (0.349291)
677193 * [FourBoxesSame (0,8,2,14),(1,9,3,15),(1,7,3,13),(2,9,4,15)]<190.762 (0.336888)
682879 * [FourBoxesSame (15,5,17,14),(8,6,10,15),(8,2,10,11),(17,4,19,13)]<-407.78 (0.335619)
720817 * [UpDownSame 19,20,21 x 16,18]<1.67963 (0.327213)
671237 * [UpDownSame 3,4,5 x 4,5]>=1.60749 (0.33822)
595744 * [FourBoxesSame (19,13,21,22),(11,14,13,23),(11,12,13,21),(21,14,23,23)]>=271.091 (0.355318)
667316 * [LeftRightSame 7,9 x 3,10,17]>=-38.7574 (0.339098)
708583 * [FourBoxesSame (19,13,21,20),(18,14,20,21),(18,12,20,19),(21,14,23,21)]<-500.73 (0.329912)
678022 * [FourBoxesSame (9,14,14,18),(11,15,16,19),(11,11,16,15),(11,13,16,17)]<-106.286 (0.336703)
660228 * [LeftRightSame 3,4 x 15,18,21]>=7.2501 (0.340688)
688396 * [FourBoxesSame (10,12,13,21),(12,13,15,22),(12,10,15,19),(12,12,15,21)]>=-598.568 (0.33439)
659602 * [FourBoxesSame (5,18,7,20),(6,20,8,22),(6,18,8,20),(7,20,9,22)]<-147.609 (0.340829)
657542 * [FourBoxesSame (2,9,5,20),(0,10,3,21),(0,8,3,19),(4,10,7,21)]>=0.557723 (0.341292)
641861 * [FourBoxesSame (2,1,13,12),(0,2,11,13),(0,1,11,12),(4,3,15,14)]<-1071.61 (0.344826)
704578 * [FourBoxesSame (15,9,21,14),(2,10,8,15),(2,8,8,13),(17,10,23,15)]<824.553 (0.330798)
704325 * [FourBoxesSame (13,4,17,9),(13,5,17,10),(13,4,17,9),(15,6,19,11)]<-305.191 (0.330854)
667366 * [UpDownSame 19,20,21 x 9,10]<2.01039 (0.339087)
654545 * [FourBoxesSame (12,2,15,11),(0,3,3,12),(0,1,3,10),(14,3,17,12)]>=639.788 (0.341966)
736733 * [FourBoxesSame (1,2,11,4),(9,3,19,5),(9,1,19,3),(3,3,13,5)]>=-173.308 (0.323719)
658173 * [LeftRightSame 8,10 x 7,8,9]<-3.12892 (0.34115)
656297 * [FourBoxesSame (1,0,10,3),(0,1,9,4),(0,-1,9,2),(3,1,12,4)]<349.475 (0.341572)
704966 * [LeftRightSame 6,7 x 5,7,9]>=7.29318 (0.330712)
690868 * [FourBoxesSame (16,5,18,9),(17,6,19,10),(17,3,19,7),(18,5,20,9)]>=-140.724 (0.33384)
627102 * [FourBoxesSame (13,9,15,12),(14,10,16,13),(14,7,16,10),(15,9,17,12)]>=28.924 (0.348168)
673878 * [FourBoxesSame (4,8,6,16),(4,9,6,17),(4,6,6,14),(6,8,8,16)]>=423.764 (0.337629)
755155 * [FourBoxesSame (7,12,12,14),(10,13,15,15),(10,11,15,13),(9,13,14,15)]>=-165.96 (0.319699)
STRONG classifier 12 (fpr:0.00809717, dr:0.247505):
39 weak classifiers, threshold 0.617645:
931803 * [FourBoxesSame (19,0,21,8),(20,1,22,9),(20,-1,22,7),(21,1,23,9)]>=-177.895 (0.282559)
891822 * [FourBoxesSame (17,5,20,12),(17,6,20,13),(17,-1,20,6),(19,1,22,8)]<139.273 (0.290734)
82923 * [FourBoxesSame (14,8,16,10),(12,10,14,12),(12,19,14,21),(16,21,18,23)]>=20.4319 (0.303808)
863738 * [UpDownSame 13,15,17 x 19,22]<-15.0373 (0.296559)
774738 * [FourBoxesSame (4,9,12,11),(10,10,18,12),(10,5,18,7),(6,7,14,9)]>=-211.35 (0.315455)
750392 * [FourBoxesSame (9,18,12,20),(2,19,5,21),(2,6,5,8),(11,8,14,10)]<63.6625 (0.320736)
679741 * [UpDownSame -1,0,1 x 5,7]<-5.97384 (0.336319)
781564 * [FourBoxesSame (7,7,14,9),(9,8,16,10),(9,6,16,8),(9,8,16,10)]<128.894 (0.313983)
717939 * [FourBoxesSame (18,14,20,17),(0,15,2,18),(0,4,2,7),(20,6,22,9)]>=334.116 (0.327847)
735372 * [LeftRightSame 2,8 x 20,22,24]>=-12.5657 (0.324017)
826564 * [LeftRightSame 20,24 x 19,21,23]<-12.3876 (0.304372)
853806 * [LeftRightSame 7,11 x 20,21,22]<3.82486 (0.298635)
694098 * [FourBoxesSame (4,10,7,18),(6,11,9,19),(6,12,9,20),(6,14,9,22)]>=220.625 (0.333122)
75522 * [UpDownSame 20,21,22 x 17,18]>=-0.656132 (0.319685)
734993 * [FourBoxesSame (18,2,21,4),(2,3,5,5),(2,9,5,11),(20,11,23,13)]>=145.061 (0.3241)
709619 * [UpDownSame 20,21,22 x 13,16]<1.32838 (0.329683)
670039 * [LeftRightSame 18,20 x 2,5,8]<-17.9759 (0.338488)
698603 * [FourBoxesSame (10,6,17,14),(12,7,19,15),(12,6,19,14),(12,8,19,16)]>=-396.068 (0.332122)
74614 * [FourBoxesSame (8,10,16,12),(6,11,14,13),(6,9,14,11),(10,11,18,13)]<112.504 (0.321663)
792836 * [UpDownSame 5,9,13 x 7,13]<-109.193 (0.31156)
653794 * [FourBoxesSame (0,2,16,18),(1,3,17,19),(1,4,17,20),(2,6,18,22)]>=-703.121 (0.342135)
748974 * [FourBoxesSame (7,8,11,12),(5,9,9,13),(5,6,9,10),(9,8,13,12)]>=-284.541 (0.321045)
728286 * [FourBoxesSame (14,14,16,20),(10,15,12,21),(10,15,12,21),(16,17,18,23)]>=152.027 (0.325571)
751893 * [FourBoxesSame (19,3,21,5),(14,5,16,7),(14,4,16,6),(21,6,23,8)]>=-84.2618 (0.320409)
70961 * [FourBoxesSame (18,4,20,14),(0,5,2,15),(0,4,2,14),(20,6,22,16)]<241.582 (0.329685)
779767 * [FourBoxesSame (5,1,12,5),(6,2,13,6),(6,0,13,4),(7,2,14,6)]>=354.42 (0.31437)
713948 * [FourBoxesSame (12,1,18,3),(6,2,12,4),(6,-1,12,1),(14,1,20,3)]<110.772 (0.328727)
66849 * [FourBoxesSame (3,4,5,7),(0,5,2,8),(0,7,2,10),(5,9,7,12)]>=-65.9087 (0.338835)
787364 * [FourBoxesSame (10,1,20,12),(6,2,16,13),(6,-1,16,10),(12,1,22,12)]>=739.58 (0.312735)
738908 * [FourBoxesSame (7,11,18,20),(3,12,14,21),(3,10,14,19),(9,12,20,21)]<-484.491 (0.323243)
682077 * [FourBoxesSame (16,6,18,9),(16,7,18,10),(16,5,18,8),(18,7,20,10)]<113.355 (0.335798)
65192 * [FourBoxesSame (15,8,18,16),(6,9,9,17),(6,7,9,15),(17,9,20,17)]>=-275.529 (0.342557)
849599 * [FourBoxesSame (16,3,20,19),(12,4,16,20),(12,0,16,16),(18,2,22,18)]<-745.074 (0.299517)
680328 * [FourBoxesSame (13,19,21,22),(13,20,21,23),(13,17,21,20),(15,19,23,22)]<705.058 (0.336188)
800984 * [UpDownSame 8,15,22 x 19,21]<-89.7301 (0.309815)
700186 * [FourBoxesSame (10,4,20,7),(12,5,22,8),(12,4,22,7),(12,6,22,9)]<227.376 (0.331771)
706191 * [FourBoxesSame (12,13,19,19),(14,14,21,20),(14,15,21,21),(14,17,21,23)]>=591.018 (0.330441)
728304 * [UpDownSame 16,18,20 x 8,23]<13.8373 (0.325567)
699203 * [FourBoxesSame (18,0,21,12),(2,1,5,13),(2,0,5,12),(20,2,23,14)]>=-164.528 (0.331989)
BRANCH 1 "sidepoint" (fpr:1.89568e-17, dr:0.356522)
5 strong classifiers.
STRONG classifier 6 (fpr:0.00501253, dr:0.93913):
3 weak classifiers, threshold 0.5:
53496 * [FourBoxesSame (9,11,11,15),(8,12,10,16),(8,10,10,14),(11,12,13,16)]>=134.071 (0.0106135)
38968 * [FourBoxesSame (8,14,11,17),(10,15,13,18),(10,13,13,16),(10,15,13,18)]>=110.008 (0.0122527)
27238 * [FourBoxesSame (11,13,13,15),(0,15,2,17),(0,16,2,18),(13,18,15,20)]<-81.3667 (0.0137567)
STRONG classifier 7 (fpr:0.0075188, dr:0.907246):
19 weak classifiers, threshold 0.5:
02206 * [FourBoxesSame (12,13,15,15),(14,14,17,16),(14,12,17,14),(14,14,17,16)]<-161.718 (0.116906)
96468 * [FourBoxesSame (3,0,15,11),(5,1,17,12),(5,0,17,11),(5,2,17,13)]<-1104.96 (0.122961)
88408 * [UpDownSame 13,15,17 x 12,13]<-10.6415 (0.131921)
88454 * [FourBoxesSame (10,11,13,13),(5,12,8,14),(5,11,8,13),(12,13,15,15)]>=145.819 (0.131868)
5158 * [FourBoxesSame (-1,0,15,17),(3,1,19,18),(3,-1,19,16),(1,1,17,18)]<-660.263 (0.180081)
64026 * [LeftRightSame 13,15 x 13,14,15]<-3.86076 (0.16243)
54094 * [UpDownSame 11,12,13 x 9,19]>=9.54614 (0.176399)
67948 * [FourBoxesSame (17,2,19,22),(0,3,2,23),(0,-1,2,19),(19,1,21,21)]>=690.682 (0.157164)
70686 * [FourBoxesSame (10,14,13,19),(11,15,14,20),(11,11,14,16),(12,13,15,18)]>=66.108 (0.153571)
51602 * [FourBoxesSame (14,1,16,5),(0,2,2,6),(0,-1,2,3),(16,1,18,5)]>=139.374 (0.180048)
83991 * [FourBoxesSame (10,10,20,13),(3,11,13,14),(3,12,13,15),(12,14,22,17)]>=-346.361 (0.137062)
48378 * [FourBoxesSame (12,13,14,16),(7,14,9,17),(7,13,9,16),(14,15,16,18)]<-258.058 (0.184857)
59557 * [FourBoxesSame (-1,0,9,3),(1,1,11,4),(1,-1,11,2),(1,1,11,4)]<-17.273 (0.168602)
38714 * [FourBoxesSame (11,0,15,7),(13,1,17,8),(13,0,17,7),(13,2,17,9)]<-272.205 (0.199864)
6284 * [FourBoxesSame (19,13,21,16),(8,14,10,17),(8,18,10,21),(21,20,23,23)]>=186.467 (0.16405)
58517 * [FourBoxesSame (9,6,11,15),(6,7,8,16),(6,5,8,14),(11,7,13,16)]>=94.3571 (0.170065)
37152 * [UpDownSame 12,13,14 x 12,17]>=6.74497 (0.202375)
43949 * [LeftRightSame 0,6 x 14,15,16]<-15.0002 (0.191624)
4035 * [FourBoxesSame (8,15,16,17),(8,16,16,18),(8,13,16,15),(10,15,18,17)]>=4.94819 (0.197261)
STRONG classifier 8 (fpr:0.0075188, dr:0.855072):
41 weak classifiers, threshold 0.541962:
6895 * [FourBoxesSame (17,10,19,14),(14,11,16,15),(14,9,16,13),(19,11,21,15)]>=124.782 (0.155841)
24243 * [LeftRightSame 7,15 x 10,12,14]>=4.10945 (0.224013)
23 * [UpDownSame 12,13,14 x 12,13]>=5.92177 (0.226181)
16722 * [LeftRightSame 15,16 x 6,8,10]<-5.58907 (0.237357)
16106 * [LeftRightSame 11,16 x 14,19,24]>=164.381 (0.238474)
20617 * [UpDownSame 16,20,24 x 17,18]<16.6504 (0.230379)
16233 * [FourBoxesSame (4,15,6,18),(3,16,5,19),(3,14,5,17),(6,16,8,19)]>=195.952 (0.238245)
15848 * [FourBoxesSame (16,12,18,15),(15,13,17,16),(15,11,17,14),(18,13,20,16)]>=5.49297 (0.238944)
16556 * [FourBoxesSame (11,13,14,15),(2,14,5,16),(2,9,5,11),(13,11,16,13)]<36.1425 (0.237658)
21498 * [LeftRightSame 15,24 x 20,21,22]>=20.9957 (0.228821)
23167 * [FourBoxesSame (7,12,11,17),(5,13,9,18),(5,12,9,17),(9,14,13,19)]>=-109.484 (0.225889)
05173 * [UpDownSame 13,15,17 x 12,13]<-16.7277 (0.258893)
08224 * [FourBoxesSame (8,8,16,10),(3,9,11,11),(3,9,11,11),(10,11,18,13)]<-669.869 (0.253083)
05554 * [FourBoxesSame (2,12,20,21),(0,13,18,22),(0,11,18,20),(4,13,22,22)]<369.627 (0.258162)
06309 * [FourBoxesSame (5,15,7,19),(5,16,7,20),(5,14,7,18),(7,16,9,20)]>=279.191 (0.256719)
12004 * [FourBoxesSame (8,10,14,13),(13,11,19,14),(13,8,19,11),(10,10,16,13)]>=-390.169 (0.246003)
10507 * [LeftRightSame -1,6 x 16,17,18]>=7.09543 (0.248791)
07797 * [FourBoxesSame (4,0,7,5),(1,1,4,6),(1,4,4,9),(6,6,9,11)]>=-569.408 (0.253891)
09541 * [LeftRightSame 2,4 x 16,17,18]<-3.2738 (0.250602)
12051 * [FourBoxesSame (10,4,21,10),(5,5,16,11),(5,2,16,8),(12,4,23,10)]>=-721.254 (0.245917)
11143 * [FourBoxesSame (13,0,15,16),(13,1,15,17),(13,0,15,16),(15,2,17,18)]>=303.241 (0.247604)
12829 * [FourBoxesSame (9,13,11,16),(8,14,10,17),(8,11,10,14),(11,13,13,16)]>=257.128 (0.244477)
988477 * [FourBoxesSame (19,7,21,9),(6,9,8,11),(6,11,8,13),(21,13,23,15)]>=-46.3876 (0.271213)
06113 * [FourBoxesSame (14,13,16,17),(15,14,17,18),(15,6,17,10),(16,8,18,12)]>=-464.755 (0.257094)
20335 * [LeftRightSame 3,10 x 12,15,18]<-131.829 (0.230879)
09984 * [FourBoxesSame (11,4,21,9),(12,5,22,10),(12,4,22,9),(13,6,23,11)]>=-193.447 (0.24977)
960925 * [FourBoxesSame (12,13,16,18),(13,14,17,19),(13,11,17,16),(14,13,18,18)]<-24.3853 (0.276693)
14106 * [LeftRightSame 10,22 x 1,8,15]<-503.451 (0.242125)
12104 * [FourBoxesSame (10,4,12,14),(8,5,10,15),(8,3,10,13),(12,5,14,15)]>=144.179 (0.245818)
949815 * [FourBoxesSame (12,11,14,14),(0,12,2,15),(0,12,2,15),(14,14,16,17)]<34.8162 (0.278922)
25003 * [LeftRightSame 2,6 x 16,17,18]>=15.5785 (0.222695)
07541 * [FourBoxesSame (19,9,21,11),(1,11,3,13),(1,8,3,10),(21,10,23,12)]>=-150.506 (0.254375)
07237 * [LeftRightSame 11,12 x 13,15,17]>=1.05024 (0.254952)
94069 * [FourBoxesSame (9,13,12,16),(8,14,11,17),(8,11,11,14),(11,13,14,16)]>=453.722 (0.280761)
939032 * [FourBoxesSame (7,16,13,18),(12,17,18,19),(12,15,18,17),(9,17,15,19)]<143.426 (0.281096)
00164 * [LeftRightSame 0,20 x 15,18,21]>=232.902 (0.268619)
0221 * [FourBoxesSame (8,10,13,12),(11,11,16,13),(11,9,16,11),(10,11,15,13)]>=-141.655 (0.264618)
03581 * [FourBoxesSame (4,14,6,18),(5,15,7,19),(5,13,7,17),(6,15,8,19)]>=315.996 (0.26196)
23645 * [FourBoxesSame (11,13,16,18),(13,14,18,19),(13,10,18,15),(13,12,18,17)]<113.159 (0.225054)
00552 * [LeftRightSame 21,23 x 19,21,23]>=12.2801 (0.267857)
12569 * [FourBoxesSame (15,15,18,18),(12,16,15,19),(12,12,15,15),(17,14,20,17)]>=-17.8037 (0.244957)
STRONG classifier 9 (fpr:0.0075188, dr:0.678261):
36 weak classifiers, threshold 0.585236:
22643 * [FourBoxesSame (8,8,11,11),(1,9,4,12),(1,8,4,11),(10,10,13,13)]<-218.312 (0.226806)
00974 * [FourBoxesSame (17,6,19,8),(15,8,17,10),(15,12,17,14),(19,14,21,16)]>=-239.567 (0.267031)
04781 * [FourBoxesSame (11,12,17,14),(12,13,18,15),(12,10,18,12),(13,12,19,14)]<-685.226 (0.259645)
00579 * [FourBoxesSame (4,14,8,17),(4,15,8,18),(4,13,8,16),(6,15,10,18)]<-251.133 (0.267805)
874658 * [FourBoxesSame (11,15,14,17),(12,16,15,18),(12,14,15,16),(13,16,16,18)]>=50.9504 (0.294286)
817075 * [FourBoxesSame (18,9,20,17),(15,10,17,18),(15,7,17,15),(20,9,22,17)]<-681.847 (0.306385)
12344 * [FourBoxesSame (9,17,11,19),(9,19,11,21),(9,17,11,19),(11,19,13,21)]<39.5211 (0.245373)
869007 * [FourBoxesSame (10,6,15,11),(13,7,18,12),(13,6,18,11),(12,8,17,13)]<-579.67 (0.295461)
944303 * [FourBoxesSame (15,16,18,18),(15,17,18,19),(15,12,18,14),(17,14,20,16)]<80.7433 (0.280032)
986429 * [FourBoxesSame (3,9,9,15),(3,10,9,16),(3,9,9,15),(5,11,11,17)]>=540.43 (0.271618)
941874 * [FourBoxesSame (16,3,19,5),(14,4,17,6),(14,10,17,12),(18,12,21,14)]<203.562 (0.280522)
933816 * [LeftRightSame 13,14 x 5,6,7]<-1.77737 (0.282151)
797867 * [FourBoxesSame (15,4,17,19),(9,5,11,20),(9,3,11,18),(17,5,19,20)]<-472.98 (0.310482)
984847 * [UpDownSame 5,10,15 x 15,18]>=-74.647 (0.271931)
945389 * [FourBoxesSame (10,12,18,14),(4,13,12,15),(4,10,12,12),(12,12,20,14)]>=212.698 (0.279813)
872546 * [LeftRightSame 11,12 x 12,13,14]>=0.0332393 (0.294725)
96723 * [FourBoxesSame (9,10,13,21),(12,11,16,22),(12,4,16,15),(11,6,15,17)]<-1474.58 (0.275433)
950914 * [UpDownSame 7,8,9 x 15,17]<-0.0822523 (0.278701)
862492 * [FourBoxesSame (6,1,11,8),(3,2,8,9),(3,1,8,8),(8,3,13,10)]>=-226.644 (0.296819)
789966 * [FourBoxesSame (9,14,12,16),(6,15,9,17),(6,13,9,15),(11,15,14,17)]<-104.151 (0.312176)
886111 * [UpDownSame 10,11,12 x 18,24]<2.76285 (0.291913)
917184 * [FourBoxesSame (9,9,14,15),(1,10,6,16),(1,6,6,12),(11,8,16,14)]<-397.728 (0.285532)
815409 * [FourBoxesSame (14,5,16,18),(14,6,16,19),(14,5,16,18),(16,7,18,20)]<-240.769 (0.306739)
839182 * [FourBoxesSame (12,11,14,13),(1,13,3,15),(1,14,3,16),(14,16,16,18)]>=-155.292 (0.301707)
872401 * [FourBoxesSame (15,5,18,13),(15,6,18,14),(15,3,18,11),(17,5,20,13)]<-702.568 (0.294755)
944635 * [FourBoxesSame (9,2,15,5),(2,3,8,6),(2,6,8,9),(11,8,17,11)]<-215.391 (0.279965)
879483 * [FourBoxesSame (5,2,9,4),(7,3,11,5),(7,4,11,6),(7,6,11,8)]>=-56.6206 (0.293285)
736902 * [UpDownSame 13,14,15 x 18,19]>=-0.783514 (0.323682)
990375 * [FourBoxesSame (18,10,20,17),(14,11,16,18),(14,9,16,16),(20,11,22,18)]<-610.781 (0.270838)
94036 * [LeftRightSame 18,21 x 12,13,14]>=-2.11825 (0.280828)
903109 * [FourBoxesSame (9,6,12,11),(7,7,10,12),(7,5,10,10),(11,7,14,12)]<-45.5413 (0.288412)
823081 * [FourBoxesSame (11,19,13,21),(10,21,12,23),(10,18,12,20),(13,20,15,22)]<-13.7753 (0.30511)
896132 * [FourBoxesSame (17,11,19,13),(9,13,11,15),(9,9,11,11),(19,11,21,13)]<-186.49 (0.289846)
854599 * [FourBoxesSame (8,12,14,18),(9,13,15,19),(9,11,15,17),(10,13,16,19)]>=-191.357 (0.298469)
84775 * [FourBoxesSame (8,9,10,11),(4,11,6,13),(4,10,6,12),(10,12,12,14)]<-96.0421 (0.299905)
900022 * [FourBoxesSame (10,14,13,16),(7,15,10,17),(7,13,10,15),(12,15,15,17)]<-106.629 (0.289046)
STRONG classifier 10 (fpr:0.00732601, dr:0.356522):
39 weak classifiers, threshold 0.634399:
30743 * [FourBoxesSame (6,12,12,17),(10,13,16,18),(10,10,16,15),(8,12,14,17)]>=-146.012 (0.212917)
925503 * [FourBoxesSame (10,3,18,16),(2,4,10,17),(2,2,10,15),(12,4,20,17)]>=-234.029 (0.283838)
896846 * [LeftRightSame 8,20 x 11,12,13]>=9.40204 (0.289699)
841087 * [FourBoxesSame (13,6,20,11),(14,7,21,12),(14,0,21,5),(15,2,22,7)]<2155.53 (0.301306)
968548 * [FourBoxesSame (11,1,14,10),(8,2,11,11),(8,0,11,9),(13,2,16,11)]>=915.591 (0.27517)
0358 * [FourBoxesSame (7,15,9,17),(2,17,4,19),(2,10,4,12),(9,12,11,14)]>=-129.538 (0.261961)
811204 * [FourBoxesSame (10,10,14,14),(13,11,17,15),(13,9,17,13),(12,11,16,15)]>=-130.797 (0.307634)
964501 * [LeftRightSame 5,9 x 15,17,19]>=36.4671 (0.275978)
83774 * [FourBoxesSame (17,8,19,10),(9,10,11,12),(9,15,11,17),(19,17,21,19)]>=-231.537 (0.302011)
83054 * [LeftRightSame 11,21 x 19,20,21]>=32.4577 (0.303531)
878045 * [FourBoxesSame (3,13,19,15),(2,14,18,16),(2,12,18,14),(5,14,21,16)]>=-513.022 (0.293583)
94248 * [LeftRightSame 14,23 x 19,21,23]<-32.3766 (0.2804)
971609 * [UpDownSame 8,9,10 x 17,19]<1.50975 (0.27456)
894574 * [LeftRightSame 10,20 x 5,6,7]<-29.13 (0.290167)
935264 * [FourBoxesSame (9,7,12,20),(0,8,3,21),(0,6,3,19),(11,8,14,21)]>=7.32923 (0.281858)
912028 * [FourBoxesSame (10,13,17,16),(12,14,19,17),(12,11,19,14),(12,13,19,16)]>=-462.176 (0.286585)
940809 * [FourBoxesSame (8,6,10,11),(9,7,11,12),(9,9,11,14),(10,11,12,16)]>=154.686 (0.280737)
901969 * [FourBoxesSame (8,19,16,21),(13,20,21,22),(13,16,21,18),(10,18,18,20)]<-8.87435 (0.288646)
872382 * [FourBoxesSame (14,17,19,22),(15,18,20,23),(15,15,20,20),(16,17,21,22)]>=0.796025 (0.294759)
819245 * [FourBoxesSame (14,9,20,11),(15,10,21,12),(15,11,21,13),(16,13,22,15)]<35.6579 (0.305924)
778153 * [FourBoxesSame (13,13,16,15),(12,14,15,16),(12,12,15,14),(15,14,18,16)]>=93.3471 (0.314718)
902929 * [FourBoxesSame (6,10,15,16),(0,11,9,17),(0,9,9,15),(8,11,17,17)]>=-1032.73 (0.288449)
88616 * [UpDownSame 21,22,23 x 10,12]>=3.2215 (0.291903)
849813 * [FourBoxesSame (9,7,13,9),(1,8,5,10),(1,6,5,8),(11,8,15,10)]>=-165.583 (0.299472)
84271 * [LeftRightSame 13,14 x 11,12,13]>=5.5759 (0.300964)
864869 * [UpDownSame 14,15,16 x 0,23]<-1.90281 (0.296323)
877182 * [FourBoxesSame (15,7,17,13),(0,8,2,14),(0,7,2,13),(17,9,19,15)]<-114.341 (0.293762)
860619 * [FourBoxesSame (16,15,18,19),(17,16,19,20),(17,12,19,16),(18,14,20,18)]>=-206.939 (0.29721)
844704 * [FourBoxesSame (5,20,12,22),(7,21,14,23),(7,19,14,21),(7,21,14,23)]>=8.15147 (0.300545)
947991 * [FourBoxesSame (8,11,15,14),(7,12,14,15),(7,11,14,14),(10,13,17,16)]<226.786 (0.279289)
807835 * [FourBoxesSame (5,1,11,6),(9,2,15,7),(9,1,15,6),(7,3,13,8)]<-0.327642 (0.308352)
911456 * [FourBoxesSame (7,16,11,18),(10,17,14,19),(10,16,14,18),(9,18,13,20)]>=-56.0042 (0.286702)
879121 * [LeftRightSame 21,22 x 9,10,11]<-3.96159 (0.29336)
884626 * [FourBoxesSame (10,11,12,13),(4,13,6,15),(4,17,6,19),(12,19,14,21)]>=-135.291 (0.29222)
810725 * [FourBoxesSame (11,2,13,11),(11,3,13,12),(11,1,13,10),(13,3,15,12)]>=58.8651 (0.307736)
884868 * [LeftRightSame 5,6 x 15,17,19]>=14.2619 (0.29217)
975267 * [FourBoxesSame (7,18,15,20),(14,19,22,21),(14,17,22,19),(9,19,17,21)]>=-370.117 (0.273832)
798622 * [LeftRightSame 18,19 x 19,21,23]<-4.36504 (0.31032)
973975 * [FourBoxesSame (8,14,10,20),(7,15,9,21),(7,14,9,20),(10,16,12,22)]<91.9291 (0.274089)
BRANCH 2 "Lback" (fpr:3.93711e-18, dr:0.307692)
11 strong classifiers.
STRONG classifier 6 (fpr:0.0988836, dr:0.889423):
39 weak classifiers, threshold 0.396637:
83907 * [FourBoxesSame (15,18,20,22),(8,19,13,23),(8,17,13,21),(17,19,22,23)]<-280.533 (0.137161)
06778 * [FourBoxesSame (9,1,14,3),(11,2,16,4),(11,0,16,2),(11,2,16,4)]>=40.7006 (0.255825)
2615 * [UpDownSame 16,17,18 x 14,23]<13.7813 (0.220716)
29901 * [FourBoxesSame (10,13,12,19),(11,14,13,20),(11,13,13,19),(12,15,14,21)]>=90.6454 (0.214331)
1488 * [FourBoxesSame (7,5,9,12),(7,6,9,13),(7,3,9,10),(9,5,11,12)]<-183.254 (0.240708)
12424 * [UpDownSame 12,15,18 x 12,13]<11.873 (0.245225)
23216 * [FourBoxesSame (16,2,21,14),(17,3,22,15),(17,2,22,14),(18,4,23,16)]>=212.802 (0.225803)
12265 * [FourBoxesSame (16,4,19,12),(16,5,19,13),(16,2,19,10),(18,4,21,12)]>=108.291 (0.24552)
05815 * [UpDownSame 12,14,16 x 15,16]>=-10.862 (0.257664)
23711 * [FourBoxesSame (11,8,14,12),(12,9,15,13),(12,7,15,11),(13,9,16,13)]<-112.777 (0.224939)
16611 * [FourBoxesSame (10,0,13,14),(12,1,15,15),(12,-1,15,13),(12,1,15,15)]>=262.904 (0.237558)
20762 * [UpDownSame 14,17,20 x 12,14]>=-18.3758 (0.230122)
20544 * [FourBoxesSame (8,10,11,22),(7,11,10,23),(7,9,10,21),(10,11,13,23)]<-352.511 (0.230509)
14335 * [FourBoxesSame (13,0,15,19),(12,1,14,20),(12,2,14,21),(15,4,17,23)]>=216.398 (0.241706)
08131 * [UpDownSame 10,13,16 x 8,16]>=-145 (0.253259)
25105 * [FourBoxesSame (9,4,11,21),(5,5,7,22),(5,4,7,21),(11,6,13,23)]>=245.075 (0.222518)
17493 * [FourBoxesSame (8,8,10,18),(0,9,2,19),(0,8,2,18),(10,10,12,20)]<-236.592 (0.235965)
10169 * [UpDownSame 2,5,8 x 5,13]<123.908 (0.249424)
23063 * [FourBoxesSame (14,18,16,21),(14,19,16,22),(14,18,16,21),(16,20,18,23)]<-14.5894 (0.226072)
11791 * [FourBoxesSame (8,0,19,2),(4,1,15,3),(4,0,15,2),(10,2,21,4)]>=67.6846 (0.2464)
06251 * [FourBoxesSame (4,16,6,19),(5,17,7,20),(5,15,7,18),(6,17,8,20)]<-28.3785 (0.256831)
04024 * [FourBoxesSame (3,4,19,14),(1,5,17,15),(1,3,17,13),(5,5,21,15)]<-331.226 (0.261104)
05601 * [LeftRightSame 16,17 x 19,21,23]<6.45624 (0.258072)
16397 * [FourBoxesSame (11,1,20,6),(1,2,10,7),(1,-1,10,4),(13,1,22,6)]>=145.126 (0.237947)
13321 * [FourBoxesSame (17,10,20,12),(19,11,22,13),(19,8,22,10),(19,10,22,12)]<-71.5125 (0.24357)
03238 * [UpDownSame 6,7,8 x 5,9]<13.8517 (0.262623)
2378 * [FourBoxesSame (5,7,21,16),(0,8,16,17),(0,7,16,16),(7,9,23,18)]<-607.906 (0.224819)
13406 * [FourBoxesSame (14,6,19,14),(3,7,8,15),(3,7,8,15),(16,9,21,17)]>=194.945 (0.243412)
10988 * [UpDownSame 13,14,15 x 16,19]>=-6.2492 (0.247894)
25063 * [FourBoxesSame (9,1,14,6),(13,2,18,7),(13,0,18,5),(11,2,16,7)]>=123.377 (0.222591)
998304 * [UpDownSame 2,3,4 x 8,20]>=2.37825 (0.269275)
16335 * [FourBoxesSame (15,19,18,21),(15,20,18,22),(15,19,18,21),(17,21,20,23)]<-8.55435 (0.23806)
939705 * [FourBoxesSame (8,18,15,21),(14,19,21,22),(14,17,21,20),(10,19,17,22)]>=17.8102 (0.28096)
96357 * [FourBoxesSame (-1,15,12,21),(8,16,21,22),(8,13,21,19),(1,15,14,21)]<-139.837 (0.276164)
948016 * [FourBoxesSame (18,12,20,14),(11,14,13,16),(11,7,13,9),(20,9,22,11)]>=42.5949 (0.279284)
03682 * [UpDownSame 16,17,18 x 12,18]<7.4752 (0.261765)
27192 * [FourBoxesSame (10,10,17,22),(13,11,20,23),(13,8,20,20),(12,10,19,22)]<-783.075 (0.218929)
992457 * [FourBoxesSame (11,10,20,17),(12,11,21,18),(12,8,21,15),(13,10,22,17)]>=168.216 (0.270427)
06519 * [UpDownSame 16,19,22 x 15,16]<18.9347 (0.256318)
STRONG classifier 7 (fpr:0.0560606, dr:0.88141):
12 weak classifiers, threshold 0.457275:
76048 * [FourBoxesSame (-1,7,18,17),(0,8,19,18),(0,7,19,17),(1,9,20,19)]<-656.111 (0.14673)
11109 * [FourBoxesSame (17,18,20,20),(11,19,14,21),(11,17,14,19),(19,19,22,21)]<-12.647 (0.247668)
921384 * [FourBoxesSame (1,18,4,20),(2,19,5,21),(2,16,5,18),(3,18,6,20)]>=73.6211 (0.284676)
984156 * [UpDownSame 15,17,19 x 12,13]<9.56689 (0.272068)
12044 * [FourBoxesSame (12,18,16,22),(6,19,10,23),(6,17,10,21),(14,19,18,23)]<-229.557 (0.245929)
0161 * [FourBoxesSame (8,1,16,3),(5,2,13,4),(5,3,13,5),(10,5,18,7)]>=90.5156 (0.265787)
06959 * [FourBoxesSame (4,0,9,3),(6,1,11,4),(6,1,11,4),(6,3,11,6)]<-51.5652 (0.255481)
940309 * [UpDownSame 13,14,15 x 15,17]>=-4.68788 (0.280838)
30711 * [FourBoxesSame (3,19,9,21),(4,20,10,22),(4,18,10,20),(5,20,11,22)]>=102.296 (0.212971)
95408 * [FourBoxesSame (7,3,10,15),(7,4,10,16),(7,2,10,14),(9,4,12,16)]<-313.905 (0.278065)
00163 * [LeftRightSame 18,21 x 11,12,13]>=-5.32602 (0.26862)
05395 * [FourBoxesSame (11,6,13,11),(12,7,14,12),(12,4,14,9),(13,6,15,11)]<-169.09 (0.258467)
STRONG classifier 8 (fpr:0.0944272, dr:0.871795):
24 weak classifiers, threshold 0.458038:
39029 * [FourBoxesSame (3,0,11,17),(3,1,11,18),(3,1,11,18),(5,3,13,20)]<-1510.97 (0.199362)
999356 * [FourBoxesSame (15,15,18,17),(12,16,15,18),(12,15,15,17),(17,17,20,19)]<82.4399 (0.269068)
09436 * [FourBoxesSame (3,17,7,19),(4,18,8,20),(4,15,8,17),(5,17,9,19)]<-256.278 (0.250798)
873349 * [FourBoxesSame (10,3,12,12),(0,4,2,13),(0,0,2,9),(12,2,14,11)]>=159.232 (0.294558)
955032 * [FourBoxesSame (14,12,18,16),(10,13,14,17),(10,12,14,16),(16,14,20,18)]>=-226.895 (0.277874)
843082 * [FourBoxesSame (10,1,13,3),(7,2,10,4),(7,-1,10,1),(12,1,15,3)]>=143.242 (0.300886)
84903 * [LeftRightSame 4,12 x 12,13,14]<-8.18746 (0.299636)
89253 * [FourBoxesSame (6,5,13,7),(3,6,10,8),(3,11,10,13),(8,13,15,15)]>=-509.478 (0.290588)
828832 * [FourBoxesSame (10,13,12,16),(6,14,8,17),(6,13,8,16),(12,15,14,18)]>=67.318 (0.303892)
86687 * [FourBoxesSame (15,9,21,20),(16,10,22,21),(16,5,22,16),(17,7,23,18)]>=962.96 (0.295906)
938294 * [FourBoxesSame (19,15,21,18),(17,16,19,19),(17,15,19,18),(21,17,23,20)]>=-146.773 (0.281245)
908114 * [FourBoxesSame (3,13,9,17),(6,14,12,18),(6,14,12,18),(5,16,11,20)]>=258.039 (0.287386)
826475 * [FourBoxesSame (4,5,11,20),(0,6,7,21),(0,5,7,20),(6,7,13,22)]<-684.293 (0.304391)
845798 * [FourBoxesSame (9,5,12,10),(9,6,12,11),(9,8,12,13),(11,10,14,15)]>=-293.374 (0.300315)
747258 * [LeftRightSame 1,3 x 10,11,12]<-1.21348 (0.321419)
74398 * [LeftRightSame 22,24 x 15,17,19]<-1.2287 (0.322134)
82965 * [UpDownSame 2,3,4 x 8,13]>=3.08796 (0.303719)
858102 * [FourBoxesSame (7,1,17,14),(6,2,16,15),(6,-1,16,12),(9,1,19,14)]>=-663.555 (0.297736)
874957 * [FourBoxesSame (7,7,11,17),(9,8,13,18),(9,7,13,17),(9,9,13,19)]<-684.452 (0.294224)
860499 * [FourBoxesSame (16,10,20,12),(14,11,18,13),(14,12,18,14),(18,14,22,16)]>=27.6043 (0.297235)
866856 * [FourBoxesSame (18,13,20,15),(12,15,14,17),(12,17,14,19),(20,19,22,21)]>=-77.0381 (0.295909)
787727 * [FourBoxesSame (5,14,11,17),(6,15,12,18),(6,14,12,17),(7,16,13,19)]>=94.0967 (0.312657)
914054 * [FourBoxesSame (-1,20,12,22),(2,21,15,23),(2,19,15,21),(1,21,14,23)]<-213.949 (0.286171)
855497 * [UpDownSame 0,3,6 x 0,20]<279.283 (0.298281)
STRONG classifier 9 (fpr:0.092504, dr:0.810897):
14 weak classifiers, threshold 0.47467:
28379 * [FourBoxesSame (7,7,11,17),(9,8,13,18),(9,7,13,17),(9,9,13,19)]<-883.703 (0.216906)
927018 * [FourBoxesSame (15,18,21,20),(11,19,17,21),(11,18,17,20),(17,20,23,22)]<14.4569 (0.28353)
837887 * [FourBoxesSame (12,8,19,10),(11,9,18,11),(11,8,18,10),(14,10,21,12)]<-75.3616 (0.30198)
837977 * [FourBoxesSame (9,4,11,15),(9,5,11,16),(9,3,11,14),(11,5,13,16)]>=243.51 (0.301961)
871844 * [LeftRightSame -1,2 x 4,14,24]<154.255 (0.294871)
882882 * [FourBoxesSame (-1,3,21,17),(0,4,22,18),(0,4,22,18),(1,6,23,20)]<-2437.09 (0.292581)
792417 * [UpDownSame 16,17,18 x 17,22]<2.57299 (0.31165)
8999 * [FourBoxesSame (11,9,16,19),(13,10,18,20),(13,7,18,17),(13,9,18,19)]<-673.222 (0.289071)
825455 * [LeftRightSame 1,3 x 6,14,22]>=-42.1754 (0.304607)
744458 * [FourBoxesSame (8,3,10,16),(9,4,11,17),(9,2,11,15),(10,4,12,17)]<-421.748 (0.32203)
730277 * [FourBoxesSame (0,14,13,19),(3,15,16,20),(3,13,16,18),(2,15,15,20)]>=-394.121 (0.325134)
773081 * [FourBoxesSame (1,16,6,18),(4,17,9,19),(4,9,9,11),(3,11,8,13)]<-705.073 (0.315813)
753574 * [UpDownSame 16,17,18 x 21,23]>=-1.86411 (0.320043)
732319 * [UpDownSame 17,18,19 x 5,7]>=6.76829 (0.324686)
STRONG classifier 10 (fpr:0.0772798, dr:0.798077):
36 weak classifiers, threshold 0.470703:
17892 * [FourBoxesSame (11,15,15,18),(6,16,10,19),(6,14,10,17),(13,16,17,19)]>=211.431 (0.235247)
04293 * [FourBoxesSame (10,1,15,20),(11,2,16,21),(11,2,16,21),(12,4,17,23)]>=-718.049 (0.260586)
882732 * [UpDownSame 7,10,13 x 13,17]<-56.7204 (0.292612)
826956 * [UpDownSame 13,14,15 x 21,23]>=-1.04491 (0.304289)
901229 * [UpDownSame 17,19,21 x 5,6]<-9.86662 (0.288798)
854255 * [FourBoxesSame (11,12,15,19),(2,13,6,20),(2,14,6,21),(13,16,17,23)]>=-106.805 (0.298541)
75007 * [FourBoxesSame (3,1,18,4),(5,2,20,5),(5,1,20,4),(5,3,20,6)]>=-106.315 (0.320806)
749648 * [UpDownSame 0,1,2 x 9,13]<-7.57634 (0.320898)
832821 * [FourBoxesSame (4,11,8,13),(6,12,10,14),(6,9,10,11),(6,11,10,13)]<-4.52596 (0.303049)
74184 * [UpDownSame 16,17,18 x 4,6]>=7.89397 (0.322602)
794217 * [FourBoxesSame (4,11,7,20),(3,12,6,21),(3,11,6,20),(6,13,9,22)]<183.843 (0.311264)
778682 * [FourBoxesSame (15,8,21,10),(2,9,8,11),(2,11,8,13),(17,13,23,15)]>=475.528 (0.314604)
902412 * [UpDownSame 14,15,16 x 21,23]>=-2.09543 (0.288555)
864059 * [UpDownSame 18,21,24 x 6,14]>=122.191 (0.296492)
729047 * [FourBoxesSame (0,13,14,18),(1,14,15,19),(1,12,15,17),(2,14,16,19)]>=-404.689 (0.325404)
716673 * [UpDownSame 16,18,20 x 1,6]<-31.7757 (0.328126)
835867 * [FourBoxesSame (4,14,15,20),(6,15,17,21),(6,13,17,19),(6,15,17,21)]<129.949 (0.302406)
734775 * [LeftRightSame 3,10 x 10,11,12]>=7.28001 (0.324148)
699654 * [UpDownSame 17,18,19 x 5,6]>=4.74057 (0.331889)
857429 * [LeftRightSame 14,20 x 2,6,10]>=-115.194 (0.297877)
834502 * [LeftRightSame 9,10 x 12,13,14]>=3.19739 (0.302694)
762609 * [FourBoxesSame (6,6,15,10),(8,7,17,11),(8,5,17,9),(8,7,17,11)]<46.8549 (0.31808)
711815 * [FourBoxesSame (1,7,10,18),(9,8,18,19),(9,5,18,16),(3,7,12,18)]>=-472.16 (0.329198)
755073 * [FourBoxesSame (13,10,21,12),(3,11,11,13),(3,10,11,12),(15,12,23,14)]>=118.549 (0.319717)
676925 * [FourBoxesSame (6,12,20,22),(6,13,20,23),(6,11,20,21),(8,13,22,23)]<-921.008 (0.336948)
798993 * [FourBoxesSame (7,16,12,18),(10,17,15,19),(10,9,15,11),(9,11,14,13)]>=-534.364 (0.310241)
769048 * [FourBoxesSame (3,20,6,22),(2,21,5,23),(2,16,5,18),(5,18,8,20)]>=238.712 (0.316685)
741341 * [FourBoxesSame (11,13,15,15),(11,14,15,16),(11,15,15,17),(13,17,17,19)]>=-30.7956 (0.322711)
788797 * [FourBoxesSame (12,20,15,22),(6,21,9,23),(6,18,9,20),(14,20,17,22)]<-236.883 (0.312427)
724655 * [LeftRightSame 22,24 x 2,6,10]<19.9047 (0.326369)
759283 * [FourBoxesSame (10,6,12,9),(0,7,2,10),(0,5,2,8),(12,7,14,10)]<-229.276 (0.318802)
724158 * [FourBoxesSame (2,2,13,11),(9,3,20,12),(9,2,20,11),(4,4,15,13)]>=-745.791 (0.326478)
683278 * [FourBoxesSame (1,15,8,17),(3,16,10,18),(3,12,10,14),(3,14,10,16)]>=596.65 (0.33553)
733037 * [LeftRightSame 17,18 x 15,16,17]<0.658995 (0.324529)
734144 * [UpDownSame 19,20,21 x 7,8]<-1.90205 (0.324286)
670031 * [LeftRightSame 23,24 x 11,16,21]<-6.21803 (0.33849)
STRONG classifier 11 (fpr:0.0992593, dr:0.759615):
40 weak classifiers, threshold 0.483185:
16566 * [FourBoxesSame (10,0,14,7),(9,1,13,8),(9,0,13,7),(12,2,16,9)]>=301.179 (0.23764)
18978 * [FourBoxesSame (6,15,18,18),(7,16,19,19),(7,14,19,17),(8,16,20,19)]>=-227.875 (0.233299)
755758 * [UpDownSame 5,10,15 x 14,22]<-210.077 (0.319568)
782256 * [LeftRightSame 17,20 x 4,10,16]>=-94.6461 (0.313834)
776738 * [LeftRightSame 3,7 x 9,10,11]>=7.46662 (0.315023)
703327 * [FourBoxesSame (6,6,14,8),(7,7,15,9),(7,5,15,7),(8,7,16,9)]<83.6849 (0.331075)
680324 * [FourBoxesSame (8,1,10,3),(9,3,11,5),(9,1,11,3),(10,3,12,5)]<-109.128 (0.336189)
696884 * [LeftRightSame 0,21 x 6,14,22]>=-473.897 (0.332504)
718919 * [FourBoxesSame (12,8,16,10),(11,9,15,11),(11,8,15,10),(14,10,18,12)]<-141.486 (0.327631)
634115 * [UpDownSame 2,3,4 x 9,11]>=0.290533 (0.346578)
651406 * [LeftRightSame 3,7 x 10,11,12]>=10.5518 (0.342673)
698507 * [LeftRightSame 14,22 x 4,7,10]>=-62.3524 (0.332143)
692348 * [FourBoxesSame (8,20,10,22),(9,22,11,24),(9,19,11,21),(10,21,12,23)]<-103.812 (0.333511)
628644 * [FourBoxesSame (14,17,16,19),(5,19,7,21),(5,17,7,19),(16,19,18,21)]>=58.0745 (0.347818)
674665 * [FourBoxesSame (2,15,14,18),(9,16,21,19),(9,13,21,16),(4,15,16,18)]>=-729.163 (0.337453)
71656 * [UpDownSame 15,16,17 x 4,5]>=2.84213 (0.328151)
668169 * [FourBoxesSame (1,10,8,18),(2,11,9,19),(2,8,9,16),(3,10,10,18)]>=138.387 (0.338907)
718678 * [LeftRightSame 11,22 x 4,6,8]<18.5867 (0.327684)
689978 * [UpDownSame 10,11,12 x 16,22]>=6.23269 (0.334038)
667888 * [FourBoxesSame (13,13,16,15),(7,14,10,16),(7,14,10,16),(15,16,18,18)]>=-46.8715 (0.33897)
721999 * [FourBoxesSame (10,9,16,11),(14,10,20,12),(14,8,20,10),(12,10,18,12)]>=148.311 (0.326953)
61878 * [FourBoxesSame (13,13,16,15),(9,14,12,16),(9,13,12,15),(15,15,18,17)]<-5.17573 (0.350059)
600676 * [FourBoxesSame (3,7,14,9),(2,8,13,10),(2,11,13,13),(5,13,16,15)]>=-719.964 (0.354189)
720114 * [LeftRightSame 2,5 x 10,11,12]<-3.84392 (0.327368)
697035 * [FourBoxesSame (9,1,11,22),(1,2,3,23),(1,-1,3,20),(11,1,13,22)]>=76.478 (0.33247)
688342 * [FourBoxesSame (13,13,17,17),(10,14,14,18),(10,13,14,17),(15,15,19,19)]>=-171.104 (0.334402)
808919 * [FourBoxesSame (4,13,15,17),(11,14,22,18),(11,13,22,17),(6,15,17,19)]<-737.646 (0.308121)
706083 * [FourBoxesSame (19,16,21,19),(5,17,7,20),(5,15,7,18),(21,17,23,20)]<-110.098 (0.330465)
695098 * [FourBoxesSame (14,14,16,17),(11,15,13,18),(11,14,13,17),(16,16,18,19)]<43.6931 (0.3329)
657991 * [FourBoxesSame (18,5,21,18),(2,6,5,19),(2,3,5,16),(20,5,23,18)]>=-33.2901 (0.341191)
68153 * [FourBoxesSame (15,4,17,14),(0,5,2,15),(0,7,2,17),(17,9,19,19)]>=434.131 (0.33592)
619549 * [FourBoxesSame (6,2,15,13),(12,3,21,14),(12,1,21,12),(8,3,17,14)]>=-288.552 (0.349884)
645807 * [UpDownSame 11,12,13 x 21,22]>=0.470578 (0.343935)
61279 * [FourBoxesSame (12,16,21,19),(8,17,17,20),(8,17,17,20),(14,19,23,22)]>=-79.924 (0.351423)
640962 * [FourBoxesSame (17,16,19,19),(15,17,17,20),(15,16,17,19),(19,18,21,21)]<0.194554 (0.345029)
630982 * [FourBoxesSame (12,14,18,16),(8,15,14,17),(8,19,14,21),(14,21,20,23)]<21.1965 (0.347288)
660733 * [UpDownSame 17,18,19 x 9,10]>=2.11543 (0.340575)
673082 * [FourBoxesSame (16,7,19,22),(5,8,8,23),(5,5,8,20),(18,7,21,22)]>=-719.762 (0.337807)
662684 * [FourBoxesSame (8,0,11,8),(8,1,11,9),(8,-1,11,7),(10,1,13,9)]>=504.886 (0.340137)
645315 * [FourBoxesSame (4,1,11,4),(10,2,17,5),(10,-1,17,2),(6,1,13,4)]<228.472 (0.344046)
STRONG classifier 12 (fpr:0.0972887, dr:0.701923):
37 weak classifiers, threshold 0.484924:
948896 * [LeftRightSame 9,23 x -1,9,19]<-712.438 (0.279107)
858987 * [FourBoxesSame (10,4,13,13),(9,5,12,14),(9,8,12,17),(12,10,15,19)]>=-1172.22 (0.297551)
724099 * [FourBoxesSame (14,7,18,16),(16,8,20,17),(16,5,20,14),(16,7,20,16)]>=545.038 (0.326491)
657271 * [FourBoxesSame (14,14,18,20),(5,15,9,21),(5,14,9,20),(16,16,20,22)]<108.589 (0.341353)
66321 * [FourBoxesSame (10,13,12,18),(9,14,11,19),(9,13,11,18),(12,15,14,20)]>=270.521 (0.340019)
606158 * [LeftRightSame 13,22 x 14,15,16]<1.40926 (0.352936)
595718 * [FourBoxesSame (8,8,10,17),(7,9,9,18),(7,7,9,16),(10,9,12,18)]<-695.592 (0.355324)
687641 * [FourBoxesSame (8,4,12,7),(7,5,11,8),(7,7,11,10),(10,9,14,12)]>=-423.912 (0.334558)
698581 * [UpDownSame 19,21,23 x 7,10]<-18.5067 (0.332127)
624428 * [FourBoxesSame (18,15,20,18),(13,16,15,19),(13,16,15,19),(20,18,22,21)]>=-75.8466 (0.348775)
637566 * [FourBoxesSame (6,16,9,18),(3,17,6,19),(3,15,6,17),(8,17,11,19)]<-177.905 (0.345797)
599601 * [FourBoxesSame (13,5,19,13),(14,6,20,14),(14,4,20,12),(15,6,21,14)]>=129.205 (0.354435)
598238 * [FourBoxesSame (5,8,7,20),(6,9,8,21),(6,8,8,20),(7,10,9,22)]>=-268.07 (0.354747)
648986 * [FourBoxesSame (11,1,16,3),(9,2,14,4),(9,1,14,3),(13,3,18,5)]<-80.8862 (0.343218)
565378 * [FourBoxesSame (2,13,7,20),(2,14,7,21),(2,14,7,21),(4,16,9,23)]<343.214 (0.362304)
619765 * [FourBoxesSame (6,20,13,22),(8,21,15,23),(8,19,15,21),(8,21,15,23)]<-306.616 (0.349835)
602299 * [FourBoxesSame (11,6,13,16),(0,7,2,17),(0,8,2,18),(13,10,15,20)]>=-373.856 (0.353818)
638003 * [LeftRightSame 14,18 x 10,11,12]>=4.7661 (0.345698)
616289 * [FourBoxesSame (9,12,18,18),(9,13,18,19),(9,11,18,17),(11,13,20,19)]<-135.992 (0.350626)
621132 * [FourBoxesSame (18,11,21,21),(9,12,12,22),(9,7,12,17),(20,9,23,19)]>=-264.054 (0.349524)
631295 * [UpDownSame 20,22,24 x -1,20]<-18.8732 (0.347217)
609497 * [FourBoxesSame (8,12,12,21),(6,13,10,22),(6,8,10,17),(10,10,14,19)]<532.024 (0.352174)
715245 * [FourBoxesSame (10,5,13,11),(11,6,14,12),(11,3,14,9),(12,5,15,11)]>=587.328 (0.328441)
599055 * [FourBoxesSame (9,16,12,19),(11,17,14,20),(11,13,14,16),(11,15,14,18)]>=-362.811 (0.35456)
729334 * [FourBoxesSame (10,6,12,12),(11,7,13,13),(11,3,13,9),(12,5,14,11)]<-901.126 (0.325341)
638516 * [FourBoxesSame (14,13,18,15),(16,14,20,16),(16,13,20,15),(16,15,20,17)]>=-53.9911 (0.345582)
605248 * [LeftRightSame 2,8 x 8,10,12]>=55.2573 (0.353144)
635241 * [LeftRightSame 18,19 x 7,15,23]<37.0879 (0.346323)
627899 * [FourBoxesSame (0,20,13,22),(5,21,18,23),(5,18,18,20),(2,20,15,22)]<-646.971 (0.347987)
618195 * [FourBoxesSame (9,10,11,22),(6,11,8,23),(6,8,8,20),(11,10,13,22)]>=224.312 (0.350192)
564344 * [UpDownSame 15,16,17 x 18,20]<0.929467 (0.362543)
578178 * [FourBoxesSame (7,8,21,16),(6,9,20,17),(6,7,20,15),(9,9,23,17)]<-250.196 (0.359352)
675269 * [FourBoxesSame (14,4,19,15),(14,5,19,16),(14,3,19,14),(16,5,21,16)]>=197.395 (0.337318)
698166 * [FourBoxesSame (3,13,8,20),(1,14,6,21),(1,13,6,20),(5,15,10,22)]>=-516.907 (0.332219)
729037 * [FourBoxesSame (3,16,8,18),(7,17,12,19),(7,13,12,15),(5,15,10,17)]<-605.938 (0.325406)
661356 * [FourBoxesSame (2,16,9,20),(6,17,13,21),(6,7,13,11),(4,9,11,13)]>=-12.4023 (0.340435)
624041 * [FourBoxesSame (13,6,19,16),(6,7,12,17),(6,4,12,14),(15,6,21,16)]<-135.067 (0.348863)
STRONG classifier 13 (fpr:0.0988836, dr:0.644231):
39 weak classifiers, threshold 0.515839:
762139 * [FourBoxesSame (12,15,14,17),(7,17,9,19),(7,4,9,6),(14,6,16,8)]>=185.585 (0.318182)
630995 * [FourBoxesSame (6,6,14,8),(12,7,20,9),(12,6,20,8),(8,8,16,10)]<268.378 (0.347285)
67834 * [UpDownSame 0,1,2 x 9,13]<-10.4815 (0.336632)
628688 * [LeftRightSame 10,14 x 5,10,15]>=63.6008 (0.347808)
679105 * [FourBoxesSame (6,7,13,10),(11,8,18,11),(11,7,18,10),(8,9,15,12)]>=-558.86 (0.336461)
633042 * [UpDownSame 18,19,20 x 8,10]>=8.28842 (0.346821)
631295 * [FourBoxesSame (18,18,21,20),(4,19,7,21),(4,19,7,21),(20,21,23,23)]<5.39499 (0.347217)
585679 * [FourBoxesSame (13,17,16,19),(8,18,11,20),(8,16,11,18),(15,18,18,20)]>=69.0812 (0.357627)
613374 * [FourBoxesSame (7,4,14,9),(13,5,20,10),(13,4,20,9),(9,6,16,11)]<401.25 (0.35129)
548188 * [UpDownSame 16,17,18 x 6,9]>=16.2594 (0.366285)
675497 * [FourBoxesSame (-1,1,17,6),(0,2,18,7),(0,0,18,5),(1,2,19,7)]>=-353.115 (0.337267)
511491 * [FourBoxesSame (12,14,14,17),(12,15,14,18),(12,15,14,18),(14,17,16,20)]>=-53.1937 (0.374844)
674938 * [FourBoxesSame (15,11,19,13),(17,12,21,14),(17,8,21,10),(17,10,21,12)]<-324.757 (0.337392)
541279 * [FourBoxesSame (9,6,13,11),(7,7,11,12),(7,8,11,13),(11,10,15,15)]<96.5813 (0.36789)
564439 * [FourBoxesSame (8,7,14,11),(13,8,19,12),(13,7,19,11),(10,9,16,13)]>=-228.567 (0.362521)
565781 * [LeftRightSame 18,19 x 6,8,10]<-3.94674 (0.362211)
563985 * [FourBoxesSame (9,13,11,15),(10,15,12,17),(10,13,12,15),(11,15,13,17)]<-73.718 (0.362626)
543245 * [FourBoxesSame (2,16,12,20),(7,17,17,21),(7,15,17,19),(4,17,14,21)]>=-357.039 (0.367433)
613492 * [FourBoxesSame (3,19,9,21),(5,20,11,22),(5,18,11,20),(5,20,11,22)]>=333.939 (0.351263)
606255 * [UpDownSame 15,16,17 x 18,23]>=-6.12523 (0.352914)
575795 * [LeftRightSame 2,3 x 8,9,10]>=2.22366 (0.359901)
538451 * [FourBoxesSame (-1,1,15,12),(0,2,16,13),(0,1,16,12),(1,3,17,14)]<-69.2006 (0.368548)
538554 * [LeftRightSame 7,13 x 9,11,13]>=26.2579 (0.368524)
565326 * [FourBoxesSame (18,2,20,22),(10,3,12,23),(10,1,12,21),(20,3,22,23)]<8.2473 (0.362316)
51341 * [LeftRightSame 4,14 x 18,21,24]>=-1.9595 (0.374395)
479827 * [FourBoxesSame (18,16,20,20),(6,17,8,21),(6,16,8,20),(20,18,22,22)]<-93.1562 (0.382293)
515445 * [UpDownSame 14,15,16 x 16,20]<1.11649 (0.373918)
522889 * [FourBoxesSame (7,12,18,22),(5,13,16,23),(5,11,16,21),(9,13,20,23)]>=525.292 (0.372177)
642428 * [FourBoxesSame (14,13,17,16),(11,14,14,17),(11,13,14,16),(16,15,19,18)]>=-110.358 (0.344698)
53699 * [FourBoxesSame (15,12,19,20),(15,13,19,21),(15,11,19,19),(17,13,21,21)]<-700.99 (0.368888)
536277 * [FourBoxesSame (0,6,11,16),(9,7,20,17),(9,4,20,14),(2,6,13,16)]>=-1298.25 (0.369054)
567556 * [UpDownSame 6,7,8 x 9,24]>=3.12031 (0.361801)
564262 * [FourBoxesSame (5,12,7,14),(6,14,8,16),(6,16,8,18),(7,18,9,20)]<-298.118 (0.362562)
538073 * [FourBoxesSame (1,8,12,19),(1,9,12,20),(1,5,12,16),(3,7,14,18)]<425.135 (0.368636)
550166 * [FourBoxesSame (7,6,17,22),(0,7,10,23),(0,4,10,20),(9,6,19,22)]>=1162.27 (0.365826)
6018 * [FourBoxesSame (6,6,14,9),(11,7,19,10),(11,6,19,9),(8,8,16,11)]<433.634 (0.353932)
51659 * [FourBoxesSame (14,15,19,17),(17,16,22,18),(17,16,22,18),(16,18,21,20)]<23.0212 (0.37365)
553813 * [LeftRightSame 1,7 x 11,12,13]>=18.3578 (0.36498)
516231 * [FourBoxesSame (11,11,13,13),(0,13,2,15),(0,12,2,14),(13,14,15,16)]<100.721 (0.373734)
STRONG classifier 14 (fpr:0.0988836, dr:0.564103):
41 weak classifiers, threshold 0.515259:
743822 * [FourBoxesSame (18,20,21,22),(10,21,13,23),(10,13,13,15),(20,15,23,17)]<-78.5673 (0.322169)
632879 * [FourBoxesSame (11,1,21,7),(5,2,15,8),(5,2,15,8),(13,4,23,10)]>=-238.269 (0.346858)
623838 * [UpDownSame 14,16,18 x 6,9]<-40.2986 (0.348909)
516325 * [LeftRightSame 16,17 x 12,13,14]>=-0.612558 (0.373712)
5148 * [UpDownSame 18,19,20 x 4,8]>=14.3638 (0.374069)
580168 * [FourBoxesSame (14,4,17,18),(6,5,9,19),(6,3,9,17),(16,5,19,19)]<382.942 (0.358894)
550084 * [FourBoxesSame (8,8,10,10),(9,10,11,12),(9,8,11,10),(10,10,12,12)]<-226.779 (0.365845)
521028 * [FourBoxesSame (7,18,13,21),(7,19,13,22),(7,18,13,21),(9,20,15,23)]>=-18.795 (0.372612)
56337 * [FourBoxesSame (10,6,14,13),(12,7,16,14),(12,2,16,9),(12,4,16,11)]<-168.778 (0.362768)
570303 * [UpDownSame 15,16,17 x 19,21]<1.63302 (0.361167)
579859 * [FourBoxesSame (7,5,21,12),(1,6,15,13),(1,5,15,12),(9,7,23,14)]<-1632.36 (0.358965)
574652 * [FourBoxesSame (0,14,12,21),(0,15,12,22),(0,11,12,18),(2,13,14,20)]<1742.81 (0.360164)
594356 * [FourBoxesSame (5,15,11,17),(10,16,16,18),(10,15,16,17),(7,17,13,19)]>=576.933 (0.355636)
644682 * [FourBoxesSame (17,15,19,21),(7,16,9,22),(7,15,9,21),(19,17,21,23)]>=-213.143 (0.344189)
491072 * [FourBoxesSame (-1,17,4,19),(1,18,6,20),(1,16,6,18),(1,18,6,20)]<-224.001 (0.379641)
527312 * [LeftRightSame 0,18 x 14,18,22]>=-123.042 (0.371144)
542251 * [UpDownSame 16,17,18 x 3,4]<-4.32393 (0.367664)
5143 * [FourBoxesSame (10,8,18,11),(14,9,22,12),(14,8,22,11),(12,10,20,13)]<205.033 (0.374186)
556671 * [FourBoxesSame (9,0,11,7),(9,1,11,8),(9,-1,11,6),(11,1,13,8)]<-692.284 (0.364318)
58894 * [FourBoxesSame (3,16,11,20),(7,17,15,21),(7,15,15,19),(5,17,13,21)]<143.644 (0.356878)
495678 * [FourBoxesSame (9,1,11,21),(1,2,3,22),(1,-1,3,19),(11,1,13,21)]>=1213.31 (0.378557)
562925 * [FourBoxesSame (4,12,15,19),(4,13,15,20),(4,11,15,18),(6,13,17,20)]>=-814.293 (0.362871)
521802 * [FourBoxesSame (7,16,16,18),(5,17,14,19),(5,17,14,19),(9,19,18,21)]<-38.7792 (0.372431)
530218 * [UpDownSame 11,12,13 x 1,23]>=5.67515 (0.370466)
472896 * [UpDownSame 17,19,21 x 13,16]>=2.53265 (0.383931)
478603 * [FourBoxesSame (10,18,13,20),(5,19,8,21),(5,17,8,19),(12,19,15,21)]<-97.1811 (0.382582)
476804 * [FourBoxesSame (12,0,17,2),(16,1,21,3),(16,4,21,6),(14,6,19,8)]>=-309.475 (0.383007)
49515 * [UpDownSame 16,18,20 x 2,5]<-31.9793 (0.378681)
490911 * [FourBoxesSame (4,13,6,16),(4,14,6,17),(4,12,6,15),(6,14,8,17)]>=1.43592 (0.379679)
485107 * [FourBoxesSame (10,13,12,16),(4,14,6,17),(4,14,6,17),(12,16,14,19)]>=-22.2751 (0.381047)
497242 * [UpDownSame 20,22,24 x 8,15]>=33.6252 (0.378189)
518586 * [UpDownSame 14,15,16 x 19,24]>=-2.95446 (0.373183)
555601 * [UpDownSame 8,9,10 x 16,24]>=7.60709 (0.364566)
520272 * [LeftRightSame 11,13 x 5,6,7]>=-1.23815 (0.372789)
506732 * [FourBoxesSame (10,1,15,3),(7,2,12,4),(7,0,12,2),(12,2,17,4)]>=361.108 (0.37596)
521571 * [FourBoxesSame (16,13,18,16),(10,14,12,17),(10,14,12,17),(18,16,20,19)]<29.7471 (0.372485)
52374 * [FourBoxesSame (11,6,15,9),(2,7,6,10),(2,18,6,21),(13,20,17,23)]>=-21.1431 (0.371978)
524781 * [FourBoxesSame (17,6,20,18),(5,7,8,19),(5,5,8,17),(19,7,22,19)]>=-108.049 (0.371735)
506459 * [UpDownSame 18,19,20 x 5,6]<-4.52053 (0.376024)
496855 * [FourBoxesSame (16,3,21,10),(7,4,12,11),(7,2,12,9),(18,4,23,11)]<138.273 (0.37828)
50751 * [LeftRightSame 16,23 x 15,19,23]>=37.495 (0.375777)
STRONG classifier 15 (fpr:0.0988836, dr:0.501603):
37 weak classifiers, threshold 0.519135:
836687 * [FourBoxesSame (3,8,11,18),(5,9,13,19),(5,5,13,15),(5,7,13,17)]<335.042 (0.302233)
812354 * [FourBoxesSame (1,9,11,12),(7,10,17,13),(7,6,17,9),(3,8,13,11)]>=-255.04 (0.307389)
772262 * [UpDownSame 5,10,15 x 15,24]<-424.155 (0.31599)
694751 * [FourBoxesSame (1,13,3,19),(2,14,4,20),(2,12,4,18),(3,14,5,20)]>=-281.731 (0.332977)
736322 * [FourBoxesSame (15,8,21,15),(9,9,15,16),(9,9,15,16),(17,11,23,18)]>=347.991 (0.323809)
642565 * [FourBoxesSame (7,16,15,21),(5,17,13,22),(5,16,13,21),(9,18,17,23)]<108.991 (0.344667)
627318 * [FourBoxesSame (15,0,17,11),(12,1,14,12),(12,-1,14,10),(17,1,19,12)]<374.524 (0.348119)
621356 * [LeftRightSame 4,7 x 8,14,20]>=57.6756 (0.349473)
585378 * [UpDownSame 2,3,4 x 9,15]>=3.07867 (0.357696)
533105 * [FourBoxesSame (7,1,15,4),(9,2,17,5),(9,1,17,4),(9,3,17,6)]<85.0353 (0.369793)
515107 * [UpDownSame 0,1,2 x 7,16]<-18.3649 (0.373997)
569055 * [FourBoxesSame (5,10,17,12),(6,11,18,13),(6,9,18,11),(7,11,19,13)]>=-172.509 (0.361455)
540024 * [FourBoxesSame (18,1,20,3),(0,3,2,5),(0,-1,2,1),(20,1,22,3)]<46.718 (0.368182)
576484 * [FourBoxesSame (17,10,21,13),(15,11,19,14),(15,15,19,18),(19,17,23,20)]>=602.436 (0.359742)
677534 * [FourBoxesSame (10,12,16,19),(0,13,6,20),(0,14,6,21),(12,16,18,23)]<1277.88 (0.336812)
520433 * [UpDownSame 16,17,18 x 9,14]<-7.80328 (0.372751)
578521 * [FourBoxesSame (4,14,12,19),(5,15,13,20),(5,13,13,18),(6,15,14,20)]<81.4868 (0.359273)
544041 * [FourBoxesSame (14,8,18,10),(13,9,17,11),(13,11,17,13),(16,13,20,15)]>=234.227 (0.367248)
598592 * [FourBoxesSame (13,12,16,17),(5,13,8,18),(5,8,8,13),(15,10,18,15)]>=-81.2228 (0.354666)
553503 * [FourBoxesSame (12,10,15,18),(9,11,12,19),(9,7,12,15),(14,9,17,17)]<318.135 (0.365052)
562319 * [UpDownSame 6,15,24 x 22,23]<-42.6859 (0.363011)
547567 * [FourBoxesSame (11,10,20,17),(4,11,13,18),(4,11,13,18),(13,13,22,20)]>=461.347 (0.366429)
600069 * [LeftRightSame 13,21 x 6,7,8]<5.06348 (0.354328)
584386 * [FourBoxesSame (12,15,14,17),(9,17,11,19),(9,19,11,21),(14,21,16,23)]<23.2449 (0.357924)
525466 * [FourBoxesSame (18,4,21,18),(3,5,6,19),(3,3,6,17),(20,5,23,19)]<281.921 (0.371575)
511581 * [FourBoxesSame (3,15,6,20),(0,16,3,21),(0,13,3,18),(5,15,8,20)]>=-273.571 (0.374823)
480665 * [FourBoxesSame (18,13,21,16),(1,14,4,17),(1,4,4,7),(20,6,23,9)]>=792.237 (0.382095)
517073 * [FourBoxesSame (17,18,20,20),(14,19,17,21),(14,18,17,20),(19,20,22,22)]>=-117.151 (0.373537)
581128 * [FourBoxesSame (8,6,10,15),(8,7,10,16),(8,6,10,15),(10,8,12,17)]>=507.48 (0.358673)
594788 * [FourBoxesSame (1,8,15,15),(2,9,16,16),(2,5,16,12),(3,7,17,14)]<1649.71 (0.355537)
566755 * [FourBoxesSame (0,9,12,11),(9,10,21,12),(9,6,21,8),(2,8,14,10)]>=547.847 (0.361986)
505641 * [UpDownSame 6,8,10 x 7,22]>=-8.83216 (0.376216)
471184 * [FourBoxesSame (9,1,15,3),(12,2,18,4),(12,0,18,2),(11,2,17,4)]>=49.2612 (0.384336)
485548 * [UpDownSame 10,11,12 x 18,19]>=0.677015 (0.380943)
521986 * [FourBoxesSame (19,2,21,4),(15,4,17,6),(15,-1,17,1),(21,1,23,3)]<62.7064 (0.372388)
502225 * [FourBoxesSame (4,13,20,19),(6,14,22,20),(6,12,22,18),(6,14,22,20)]<-186.806 (0.377018)
557095 * [FourBoxesSame (12,20,14,22),(12,22,14,24),(12,9,14,11),(14,11,16,13)]>=-83.1337 (0.36422)
STRONG classifier 16 (fpr:0.0927835, dr:0.307692):
36 weak classifiers, threshold 0.611511:
804335 * [FourBoxesSame (7,1,16,6),(12,2,21,7),(12,1,21,6),(9,3,18,8)]<373.472 (0.309099)
870852 * [FourBoxesSame (17,12,21,15),(8,13,12,16),(8,16,12,19),(19,18,23,21)]<-260.106 (0.295077)
826328 * [FourBoxesSame (7,16,14,18),(5,17,12,19),(5,16,12,18),(9,18,16,20)]>=-85.7086 (0.304422)
809242 * [FourBoxesSame (0,14,6,22),(0,15,6,23),(0,12,6,20),(2,14,8,22)]<160.241 (0.308052)
746859 * [FourBoxesSame (8,0,12,10),(0,1,4,11),(0,-1,4,9),(10,1,14,11)]>=237.579 (0.321506)
777834 * [LeftRightSame 6,8 x 20,21,22]>=-2.69535 (0.314787)
794114 * [UpDownSame 4,5,6 x 11,12]<-0.00673963 (0.311286)
809885 * [FourBoxesSame (8,6,12,12),(9,7,13,13),(9,-1,13,5),(10,1,14,7)]<-392.941 (0.307915)
737263 * [FourBoxesSame (10,10,16,15),(14,11,20,16),(14,10,20,15),(12,12,18,17)]>=-185.614 (0.323603)
804897 * [FourBoxesSame (18,4,20,11),(2,5,4,12),(2,10,4,17),(20,12,22,19)]<-575.719 (0.308979)
795182 * [FourBoxesSame (10,0,16,15),(14,1,20,16),(14,0,20,15),(12,2,18,17)]<1427.5 (0.311057)
829868 * [FourBoxesSame (0,10,3,15),(1,11,4,16),(1,10,4,15),(2,12,5,17)]>=48.5421 (0.303673)
710669 * [LeftRightSame 21,23 x 0,1,2]<-0.0491785 (0.329451)
694143 * [FourBoxesSame (15,18,18,21),(3,19,6,22),(3,18,6,21),(17,20,20,23)]<160.227 (0.333112)
76414 * [FourBoxesSame (8,15,15,17),(8,16,15,18),(8,14,15,16),(10,16,17,18)]>=90.7276 (0.317748)
783556 * [FourBoxesSame (10,14,15,16),(7,15,12,17),(7,13,12,15),(12,15,17,17)]<-4.28615 (0.313554)
731011 * [FourBoxesSame (12,14,14,16),(11,16,13,18),(11,14,13,16),(14,16,16,18)]>=-92.2888 (0.324973)
785866 * [FourBoxesSame (6,16,12,18),(4,17,10,19),(4,10,10,12),(8,12,14,14)]>=486.465 (0.313057)
743588 * [FourBoxesSame (16,19,18,21),(15,21,17,23),(15,19,17,21),(18,21,20,23)]<-30.69 (0.32222)
801213 * [FourBoxesSame (12,0,14,2),(7,2,9,4),(7,2,9,4),(14,3,16,5)]<119.448 (0.309766)
732091 * [UpDownSame 20,22,24 x 14,15]<-0.00370039 (0.324736)
665541 * [FourBoxesSame (13,2,18,5),(14,3,19,6),(14,1,19,4),(15,3,20,6)]<48.9502 (0.339496)
698536 * [FourBoxesSame (-1,15,14,18),(6,16,21,19),(6,14,21,17),(1,16,16,19)]>=-39.6154 (0.332137)
7079 * [FourBoxesSame (15,20,18,22),(2,21,5,23),(2,19,5,21),(17,21,20,23)]<12.7415 (0.330063)
692838 * [FourBoxesSame (1,6,3,8),(2,8,4,10),(2,6,4,8),(3,8,5,10)]<-11.8169 (0.333402)
736938 * [FourBoxesSame (10,6,12,13),(11,7,13,14),(11,6,13,13),(12,8,14,15)]>=-31.3725 (0.323674)
73055 * [FourBoxesSame (-1,2,11,4),(0,3,12,5),(0,9,12,11),(1,11,13,13)]>=28.9532 (0.325074)
791996 * [LeftRightSame 9,12 x 6,14,22]>=-109.987 (0.31174)
823907 * [FourBoxesSame (4,7,6,11),(3,8,5,12),(3,6,5,10),(6,8,8,12)]>=0.295629 (0.304935)
787745 * [FourBoxesSame (10,2,13,4),(10,3,13,5),(10,5,13,7),(12,7,15,9)]<104.77 (0.312653)
729997 * [LeftRightSame 6,10 x 20,21,22]>=-6.95227 (0.325195)
783914 * [UpDownSame 6,7,8 x 7,12]>=1.86117 (0.313477)
798913 * [FourBoxesSame (10,17,14,19),(8,18,12,20),(8,16,12,18),(12,18,16,20)]<-94.6912 (0.310258)
802664 * [FourBoxesSame (0,20,8,22),(0,21,8,23),(0,19,8,21),(2,21,10,23)]<71.6571 (0.309456)
681256 * [FourBoxesSame (6,15,11,21),(3,16,8,22),(3,13,8,19),(8,15,13,21)]>=-719.443 (0.335981)
777783 * [FourBoxesSame (13,15,20,18),(1,16,8,19),(1,17,8,20),(15,19,22,22)]>=83.6439 (0.314798)
BRANCH 3 "Lpalm" (fpr:3.80817e-17, dr:0.0720721)
6 strong classifiers.
STRONG classifier 6 (fpr:0.047619, dr:0.918919):
5 weak classifiers, threshold 0.394775:
70617 * [FourBoxesSame (7,13,12,17),(5,14,10,18),(5,11,10,15),(9,13,14,17)]<-377.209 (0.0626102)
90754 * [FourBoxesSame (16,10,20,15),(6,11,10,16),(6,10,10,15),(18,12,22,17)]<-162.222 (0.129258)
88582 * [FourBoxesSame (5,19,7,21),(6,21,8,23),(6,18,8,20),(7,20,9,22)]>=2.62878 (0.131722)
65359 * [FourBoxesSame (9,6,11,22),(1,7,3,23),(1,5,3,21),(11,7,13,23)]<-231.433 (0.160624)
4553 * [FourBoxesSame (12,8,15,12),(5,9,8,13),(5,16,8,20),(14,18,17,22)]>=166.827 (0.189187)
STRONG classifier 7 (fpr:0.0497336, dr:0.906306):
12 weak classifiers, threshold 0.431122:
91996 * [FourBoxesSame (12,1,15,12),(6,2,9,13),(6,-1,9,10),(14,1,17,12)]>=430.879 (0.127866)
7437 * [FourBoxesSame (2,14,12,19),(1,15,11,20),(1,14,11,19),(4,16,14,21)]<-169.309 (0.148844)
32993 * [FourBoxesSame (3,16,7,20),(4,17,8,21),(4,15,8,19),(5,17,9,21)]>=15.7179 (0.209171)
26012 * [FourBoxesSame (3,1,8,14),(7,2,12,15),(7,-1,12,12),(5,1,10,14)]<-407.183 (0.220953)
15041 * [FourBoxesSame (4,10,18,13),(5,11,19,14),(5,10,19,13),(6,12,20,15)]>=-2.16543 (0.240414)
1798 * [FourBoxesSame (2,16,14,21),(6,17,18,22),(6,16,18,21),(4,18,16,23)]<-328.009 (0.235089)
17353 * [FourBoxesSame (1,14,5,20),(3,15,7,21),(3,13,7,19),(3,15,7,21)]>=111.369 (0.236218)
22417 * [LeftRightSame 10,17 x 10,12,14]<1.24511 (0.227203)
50551 * [FourBoxesSame (13,11,15,15),(1,12,3,16),(1,9,3,13),(15,11,17,15)]>=231.183 (0.181605)
19692 * [FourBoxesSame (10,7,12,11),(10,8,12,12),(10,16,12,20),(12,18,14,22)]>=-30.1076 (0.232024)
09058 * [FourBoxesSame (-1,13,5,15),(3,14,9,16),(3,12,9,14),(1,14,7,16)]<-97.6454 (0.251509)
2989 * [FourBoxesSame (3,1,11,3),(9,2,17,4),(9,-1,17,1),(5,1,13,3)]<-25.677 (0.214351)
STRONG classifier 8 (fpr:0.0464716, dr:0.897297):
27 weak classifiers, threshold 0.475739:
56564 * [LeftRightSame 12,16 x 13,15,17]>=19.5162 (0.17284)
30087 * [LeftRightSame 14,15 x 11,12,13]<-0.405049 (0.214019)
07136 * [FourBoxesSame (2,13,7,16),(5,14,10,17),(5,13,10,16),(4,15,9,18)]>=48.1356 (0.255144)
05309 * [FourBoxesSame (13,0,21,23),(6,1,14,24),(6,-1,14,22),(15,1,23,24)]>=984.56 (0.258632)
12975 * [FourBoxesSame (9,19,11,21),(10,21,12,23),(10,18,12,20),(11,20,13,22)]<4.3901 (0.244208)
989769 * [LeftRightSame 13,14 x 11,13,15]<-1.66229 (0.270958)
12761 * [FourBoxesSame (-1,17,1,21),(0,18,2,22),(0,16,2,20),(1,18,3,22)]<-144.975 (0.244603)
19318 * [FourBoxesSame (17,18,21,20),(7,19,11,21),(7,14,11,16),(19,16,23,18)]>=-49.6322 (0.23269)
974915 * [FourBoxesSame (5,6,8,9),(5,7,8,10),(5,6,8,9),(7,8,10,11)]<-61.0161 (0.273902)
986048 * [LeftRightSame 14,20 x 0,1,2]>=8.86877 (0.271693)
11822 * [FourBoxesSame (9,13,11,15),(10,15,12,17),(10,11,12,13),(11,13,13,15)]<0.472218 (0.246341)
988163 * [UpDownSame 0,1,2 x 8,13]<-3.85771 (0.271275)
990097 * [UpDownSame 0,1,2 x 7,14]>=8.17035 (0.270893)
07074 * [FourBoxesSame (9,17,11,19),(10,19,12,21),(10,16,12,18),(11,18,13,20)]<19.1424 (0.255263)
999158 * [FourBoxesSame (0,0,6,2),(1,1,7,3),(1,0,7,2),(2,2,8,4)]<14.3802 (0.269107)
00406 * [FourBoxesSame (13,17,20,21),(15,18,22,22),(15,17,22,21),(15,19,22,23)]>=343.767 (0.268144)
0102 * [FourBoxesSame (11,8,13,17),(4,9,6,18),(4,10,6,19),(13,12,15,21)]<151.137 (0.266941)
0048 * [LeftRightSame 1,3 x 9,11,13]<-7.45571 (0.267998)
917954 * [FourBoxesSame (10,1,12,6),(1,2,3,7),(1,-1,3,4),(12,1,14,6)]>=78.7283 (0.285375)
971674 * [FourBoxesSame (5,18,11,20),(4,19,10,21),(4,17,10,19),(7,19,13,21)]>=-95.617 (0.274547)
954111 * [LeftRightSame 7,18 x -1,2,5]>=82.7744 (0.278059)
94945 * [LeftRightSame 12,16 x 14,15,16]>=0.921687 (0.278995)
986747 * [FourBoxesSame (10,11,12,13),(11,13,13,15),(11,10,13,12),(12,12,14,14)]<-1.94262 (0.271555)
997872 * [FourBoxesSame (9,1,11,7),(0,2,2,8),(0,-1,2,5),(11,1,13,7)]>=290.365 (0.26936)
04338 * [FourBoxesSame (10,5,13,15),(12,6,15,16),(12,8,15,18),(12,10,15,20)]<368.927 (0.260498)
04998 * [FourBoxesSame (4,6,11,10),(4,7,11,11),(4,6,11,10),(6,8,13,12)]<-576.283 (0.259228)
00939 * [FourBoxesSame (13,5,15,7),(7,7,9,9),(7,18,9,20),(15,20,17,22)]>=93.214 (0.267099)
STRONG classifier 9 (fpr:0.0493827, dr:0.864865):
35 weak classifiers, threshold 0.483643:
3633 * [FourBoxesSame (15,16,19,18),(18,17,22,19),(18,19,22,21),(17,21,21,23)]>=318.44 (0.203704)
25208 * [FourBoxesSame (5,10,14,12),(4,11,13,13),(4,10,13,12),(7,12,16,14)]>=-60.9929 (0.22234)
902627 * [FourBoxesSame (3,14,6,20),(5,15,8,21),(5,13,8,19),(5,15,8,21)]>=-5.04795 (0.288511)
04728 * [FourBoxesSame (8,5,11,8),(10,6,13,9),(10,5,13,8),(10,7,13,10)]<-259.896 (0.259748)
927713 * [FourBoxesSame (15,2,20,16),(1,3,6,17),(1,1,6,15),(17,3,22,17)]<243.372 (0.283389)
934775 * [FourBoxesSame (1,19,3,21),(2,21,4,23),(2,18,4,20),(3,20,5,22)]<-83.7105 (0.281957)
974703 * [FourBoxesSame (5,11,10,13),(9,12,14,14),(9,11,14,13),(7,13,12,15)]>=-28.3606 (0.273944)
97372 * [LeftRightSame 4,9 x 11,12,13]<-12.0398 (0.27414)
00688 * [FourBoxesSame (9,18,11,20),(5,20,7,22),(5,15,7,17),(11,17,13,19)]>=-18.6919 (0.267591)
91493 * [FourBoxesSame (17,12,20,17),(6,13,9,18),(6,14,9,19),(19,16,22,21)]>=294.214 (0.285992)
862803 * [FourBoxesSame (5,9,21,14),(5,10,21,15),(5,9,21,14),(7,11,23,16)]<330.914 (0.296754)
945286 * [LeftRightSame 17,23 x -1,1,3]>=21.9029 (0.279834)
865287 * [FourBoxesSame (-1,10,10,22),(3,11,14,23),(3,9,14,21),(1,11,12,23)]<-185.293 (0.296236)
785443 * [FourBoxesSame (7,11,11,13),(5,12,9,14),(5,11,9,13),(9,13,13,15)]>=-12.7874 (0.313148)
840289 * [FourBoxesSame (9,16,17,20),(4,17,12,21),(4,16,12,20),(11,18,19,22)]>=900.472 (0.301474)
986889 * [FourBoxesSame (5,17,8,22),(5,18,8,23),(5,15,8,20),(7,17,10,22)]>=-15.5231 (0.271527)
881341 * [FourBoxesSame (1,0,11,12),(3,1,13,13),(3,0,13,12),(3,2,13,14)]>=895.977 (0.2929)
02582 * [FourBoxesSame (7,14,9,22),(6,15,8,23),(6,12,8,20),(9,14,11,22)]<88.3862 (0.263896)
894854 * [LeftRightSame 14,19 x -1,0,1]<-7.06135 (0.290109)
890736 * [FourBoxesSame (18,11,20,15),(11,12,13,16),(11,8,13,12),(20,10,22,14)]<36.5401 (0.290958)
828402 * [FourBoxesSame (13,11,17,15),(12,12,16,16),(12,10,16,14),(15,12,19,16)]>=129.923 (0.303983)
814803 * [FourBoxesSame (8,4,11,6),(5,5,8,7),(5,2,8,4),(10,4,13,6)]>=99.62 (0.306868)
86496 * [FourBoxesSame (15,3,17,9),(0,4,2,10),(0,2,2,8),(17,4,19,10)]<142.796 (0.296304)
768812 * [LeftRightSame 3,6 x 9,11,13]<-10.2131 (0.316736)
784239 * [FourBoxesSame (3,17,5,19),(4,19,6,21),(4,15,6,17),(5,17,7,19)]>=4.47131 (0.313407)
92887 * [FourBoxesSame (9,2,11,5),(10,3,12,6),(10,2,12,5),(11,4,13,7)]>=136.557 (0.283154)
985802 * [FourBoxesSame (8,10,14,13),(12,11,18,14),(12,10,18,13),(10,12,16,15)]>=3.02271 (0.271742)
802486 * [FourBoxesSame (15,16,17,18),(11,18,13,20),(11,19,13,21),(17,21,19,23)]>=116.369 (0.309494)
818383 * [FourBoxesSame (5,1,15,3),(0,2,10,4),(0,-1,10,1),(7,1,17,3)]<88.3949 (0.306107)
91957 * [LeftRightSame 14,24 x -1,1,3]>=44.1549 (0.285046)
901268 * [FourBoxesSame (12,11,21,13),(10,12,19,14),(10,11,19,13),(14,13,23,15)]<128.783 (0.28879)
841918 * [FourBoxesSame (5,7,8,10),(0,8,3,11),(0,7,3,10),(7,9,10,12)]<-235.614 (0.301131)
843544 * [FourBoxesSame (10,6,14,8),(10,7,14,9),(10,8,14,10),(12,10,16,12)]>=-296.05 (0.300789)
01441 * [FourBoxesSame (1,0,12,12),(4,1,15,13),(4,0,15,12),(3,2,14,14)]>=810.384 (0.266118)
885724 * [FourBoxesSame (14,3,18,16),(13,4,17,17),(13,0,17,13),(16,2,20,15)]>=283.946 (0.291993)
STRONG classifier 10 (fpr:0.0487395, dr:0.794595):
37 weak classifiers, threshold 0.512604:
951118 * [FourBoxesSame (10,9,15,12),(6,10,11,13),(6,6,11,9),(12,8,17,11)]>=754.447 (0.27866)
85672 * [FourBoxesSame (2,16,9,20),(2,17,9,21),(2,16,9,20),(4,18,11,22)]<-97.4902 (0.298025)
675618 * [FourBoxesSame (11,4,14,6),(10,5,13,7),(10,9,13,11),(13,11,16,13)]>=-342.91 (0.33724)
743783 * [LeftRightSame 11,19 x 0,1,2]<-23.1568 (0.322177)
710615 * [FourBoxesSame (15,12,21,14),(10,13,16,15),(10,10,16,12),(17,12,23,14)]<74.8779 (0.329463)
733401 * [LeftRightSame 13,23 x -1,0,1]>=13.1907 (0.324449)
653275 * [FourBoxesSame (8,19,12,22),(0,20,4,23),(0,15,4,18),(10,17,14,20)]<159.586 (0.342252)
700475 * [UpDownSame 0,1,2 x 9,13]<-9.79136 (0.331707)
750832 * [FourBoxesSame (12,8,14,15),(10,9,12,16),(10,12,12,19),(14,14,16,21)]<362.236 (0.32064)
664435 * [UpDownSame 7,11,15 x 1,13]>=378.566 (0.339744)
740206 * [FourBoxesSame (10,10,13,12),(8,11,11,13),(8,12,11,14),(12,14,15,16)]>=-64.1678 (0.322959)
701197 * [FourBoxesSame (4,11,17,15),(0,12,13,16),(0,9,13,13),(6,11,19,15)]>=16.8735 (0.331547)
665706 * [UpDownSame 10,11,12 x 7,8]>=0.340103 (0.339459)
607867 * [FourBoxesSame (0,16,17,18),(3,17,20,19),(3,16,20,18),(2,18,19,20)]<-99.8249 (0.352546)
608725 * [FourBoxesSame (3,17,5,19),(4,19,6,21),(4,17,6,19),(5,19,7,21)]>=10.3661 (0.35235)
611549 * [FourBoxesSame (0,13,5,20),(1,14,6,21),(1,12,6,19),(2,14,7,21)]<-119.782 (0.351706)
638304 * [FourBoxesSame (8,10,12,13),(11,11,15,14),(11,9,15,12),(10,11,14,14)]>=-90.4944 (0.34563)
695607 * [FourBoxesSame (11,7,16,14),(2,8,7,15),(2,5,7,12),(13,7,18,14)]<-1032.86 (0.332787)
740609 * [UpDownSame 15,16,17 x 10,12]<1.02271 (0.322871)
667487 * [LeftRightSame 11,15 x 13,15,17]>=38.9767 (0.33906)
679925 * [FourBoxesSame (15,10,18,18),(11,11,14,19),(11,7,14,15),(17,9,20,17)]<267.438 (0.336278)
597949 * [FourBoxesSame (13,19,21,21),(7,20,15,22),(7,19,15,21),(15,21,23,23)]<-209.829 (0.354813)
741803 * [FourBoxesSame (1,17,5,19),(0,18,4,20),(0,18,4,20),(3,20,7,22)]<108.634 (0.32261)
657978 * [FourBoxesSame (17,16,19,18),(16,18,18,20),(16,16,18,18),(19,18,21,20)]>=151.157 (0.341194)
646335 * [FourBoxesSame (11,10,13,13),(3,11,5,14),(3,11,5,14),(13,13,15,16)]<19.7314 (0.343816)
63994 * [FourBoxesSame (-1,0,2,5),(1,1,4,6),(1,0,4,5),(1,2,4,7)]>=-26.9765 (0.34526)
64931 * [FourBoxesSame (18,13,21,15),(16,14,19,16),(16,13,19,15),(20,15,23,17)]>=281.195 (0.343145)
746992 * [FourBoxesSame (3,10,13,20),(4,11,14,21),(4,10,14,20),(5,12,15,22)]>=-1226.77 (0.321477)
673822 * [LeftRightSame 12,18 x -1,0,1]>=11.6861 (0.337642)
689182 * [FourBoxesSame (6,6,11,9),(10,7,15,10),(10,8,15,11),(8,10,13,13)]<-469.848 (0.334215)
674867 * [FourBoxesSame (13,15,17,18),(5,16,9,19),(5,13,9,16),(15,15,19,18)]<24.6438 (0.337408)
609817 * [FourBoxesSame (16,5,21,8),(16,6,21,9),(16,5,21,8),(18,7,23,10)]>=-48.5185 (0.352101)
692356 * [LeftRightSame 10,19 x -1,0,1]<-14.3102 (0.333509)
700529 * [FourBoxesSame (3,12,7,20),(0,13,4,21),(0,12,4,20),(5,14,9,22)]<347.503 (0.331695)
856759 * [FourBoxesSame (8,5,11,9),(2,6,5,10),(2,7,5,11),(10,9,13,13)]>=194.399 (0.298017)
717236 * [FourBoxesSame (10,10,12,12),(9,12,11,14),(9,11,11,13),(12,13,14,15)]<-0.28198 (0.328002)
671487 * [FourBoxesSame (9,2,11,8),(5,3,7,9),(5,-1,7,5),(11,1,13,7)]>=388.252 (0.338164)
STRONG classifier 11 (fpr:0.0487395, dr:0.623423):
37 weak classifiers, threshold 0.5495:
07756 * [FourBoxesSame (12,5,16,17),(2,6,6,18),(2,2,6,14),(14,4,18,16)]>=521.587 (0.253968)
797587 * [FourBoxesSame (9,15,11,18),(10,16,12,19),(10,13,12,16),(11,15,13,18)]<28.5936 (0.310542)
696602 * [FourBoxesSame (1,12,8,20),(6,13,13,21),(6,9,13,17),(3,11,10,19)]>=-416.722 (0.332566)
609002 * [FourBoxesSame (2,16,16,21),(8,17,22,22),(8,16,22,21),(4,18,18,23)]>=-1049 (0.352287)
748991 * [LeftRightSame 22,23 x 5,14,23]>=82.4158 (0.321041)
753804 * [FourBoxesSame (9,18,12,21),(11,19,14,22),(11,17,14,20),(11,19,14,22)]<-23.2768 (0.319993)
60944 * [UpDownSame 16,17,18 x 20,21]>=5.5843 (0.352187)
670236 * [FourBoxesSame (1,16,7,18),(0,17,6,19),(0,15,6,17),(3,17,9,19)]>=-193.041 (0.338444)
597211 * [FourBoxesSame (9,5,11,8),(6,6,8,9),(6,5,8,8),(11,7,13,10)]<-167.558 (0.354982)
576124 * [FourBoxesSame (1,13,3,15),(2,15,4,17),(2,13,4,15),(3,15,5,17)]>=15.3368 (0.359825)
517803 * [FourBoxesSame (10,10,12,12),(6,12,8,14),(6,11,8,13),(12,13,14,15)]>=-76.2146 (0.373366)
579899 * [LeftRightSame 12,16 x 7,8,9]<-12.7103 (0.358956)
607665 * [FourBoxesSame (14,15,18,20),(0,16,4,21),(0,12,4,17),(16,14,20,19)]>=-330.384 (0.352592)
556771 * [FourBoxesSame (17,16,19,20),(5,17,7,21),(5,16,7,20),(19,18,21,22)]<-75.7513 (0.364295)
684377 * [FourBoxesSame (4,13,6,20),(4,14,6,21),(4,10,6,17),(6,12,8,19)]<345.521 (0.335285)
608585 * [FourBoxesSame (13,16,17,20),(9,17,13,21),(9,16,13,20),(15,18,19,22)]>=838.249 (0.352382)
635577 * [FourBoxesSame (3,16,12,19),(3,17,12,20),(3,16,12,19),(5,18,14,21)]>=-328.54 (0.346247)
568106 * [UpDownSame -1,0,1 x 21,24]>=-1.82767 (0.361674)
516748 * [FourBoxesSame (6,13,8,21),(7,14,9,22),(7,11,9,19),(8,13,10,21)]>=-129.123 (0.373613)
571503 * [FourBoxesSame (5,5,11,13),(3,6,9,14),(3,5,9,13),(7,7,13,15)]<-628.657 (0.36089)
561191 * [FourBoxesSame (16,7,19,9),(10,8,13,10),(10,6,13,8),(18,8,21,10)]<130.651 (0.363272)
580877 * [LeftRightSame 12,14 x 8,9,10]>=9.67407 (0.358731)
655199 * [FourBoxesSame (8,10,10,22),(6,11,8,23),(6,9,8,21),(10,11,12,23)]<54.2359 (0.341819)
510812 * [LeftRightSame 1,5 x 9,10,11]>=9.17003 (0.375003)
583812 * [FourBoxesSame (3,6,5,18),(3,7,5,19),(3,5,5,17),(5,7,7,19)]>=-233.601 (0.358056)
529112 * [FourBoxesSame (11,8,14,12),(0,9,3,13),(0,8,3,12),(13,10,16,14)]>=303.627 (0.370724)
581311 * [UpDownSame 5,6,7 x 11,12]>=-0.154404 (0.358631)
560659 * [FourBoxesSame (11,1,13,4),(3,2,5,5),(3,4,5,7),(13,6,15,9)]<53.8963 (0.363395)
562773 * [FourBoxesSame (14,1,16,3),(5,3,7,5),(5,-1,7,1),(16,1,18,3)]<6.70814 (0.362906)
539714 * [FourBoxesSame (6,14,13,16),(0,15,7,17),(0,16,7,18),(8,18,15,20)]>=-117.64 (0.368254)
552326 * [UpDownSame 11,12,13 x 11,12]>=1.69625 (0.365325)
549282 * [FourBoxesSame (4,12,7,18),(6,13,9,19),(6,9,9,15),(6,11,9,17)]>=-395.84 (0.366031)
587651 * [FourBoxesSame (14,16,17,21),(3,17,6,22),(3,13,6,18),(16,15,19,20)]>=-66.7039 (0.357174)
600191 * [UpDownSame 13,15,17 x 8,9]>=8.89029 (0.3543)
549398 * [FourBoxesSame (4,9,6,22),(4,10,6,23),(4,8,6,21),(6,10,8,23)]<249.546 (0.366004)
607788 * [FourBoxesSame (10,0,13,12),(3,1,6,13),(3,-1,6,11),(12,1,15,13)]>=1597.12 (0.352564)
647106 * [FourBoxesSame (15,8,18,11),(16,9,19,12),(16,8,19,11),(17,10,20,13)]>=-91.7835 (0.343642)
BRANCH 4 "closed" (fpr:0, dr:0.453552)
6 strong classifiers.
STRONG classifier 6 (fpr:0.00877193, dr:0.918033):
3 weak classifiers, threshold 0.5:
54435 * [FourBoxesSame (5,20,7,22),(6,22,8,24),(6,19,8,21),(7,21,9,23)]<-57.8176 (0.072807)
5616 * [FourBoxesSame (14,9,16,12),(15,10,17,13),(15,9,17,12),(16,11,18,14)]<-36.6238 (0.0716508)
60696 * [FourBoxesSame (10,8,12,12),(10,9,12,13),(10,7,12,11),(12,9,14,13)]<-115.788 (0.0686917)
STRONG classifier 7 (fpr:0.041958, dr:0.907104):
10 weak classifiers, threshold 0.5:
7346 * [FourBoxesSame (12,9,14,11),(13,11,15,13),(13,9,15,11),(14,11,16,13)]>=46.2638 (0.15)
52045 * [LeftRightSame 10,12 x 9,10,11]>=6.15203 (0.179395)
43367 * [LeftRightSame 8,12 x 14,15,16]<-2.57281 (0.192528)
44636 * [FourBoxesSame (19,2,21,20),(20,3,22,21),(20,0,22,18),(21,2,23,20)]>=787.484 (0.190562)
58517 * [FourBoxesSame (14,10,19,18),(11,11,16,19),(11,10,16,18),(16,12,21,20)]<27.3066 (0.170065)
36793 * [FourBoxesSame (11,4,13,7),(11,5,13,8),(11,2,13,5),(13,4,15,7)]>=45.8375 (0.202955)
27318 * [LeftRightSame 4,7 x 11,12,13]>=6.57121 (0.218713)
44982 * [UpDownSame 20,22,24 x 6,8]>=3.57851 (0.190029)
3377 * [FourBoxesSame (3,4,5,19),(1,5,3,20),(1,6,3,21),(5,8,7,23)]>=417.282 (0.207889)
48303 * [FourBoxesSame (8,11,10,13),(8,13,10,15),(8,7,10,9),(10,9,12,11)]>=28.9658 (0.18497)
STRONG classifier 8 (fpr:0.047619, dr:0.897996):
44 weak classifiers, threshold 0.469971:
54151 * [FourBoxesSame (15,7,17,11),(16,8,18,12),(16,7,18,11),(17,9,19,13)]>=12.3343 (0.176316)
10683 * [LeftRightSame 9,12 x 18,19,20]<-5.44275 (0.248462)
1498 * [FourBoxesSame (16,9,19,16),(13,10,16,17),(13,9,16,16),(18,11,21,18)]>=-186.212 (0.240526)
10753 * [LeftRightSame 12,14 x 9,10,11]>=3.38063 (0.248331)
13845 * [LeftRightSame 0,12 x 3,6,9]<-143.205 (0.242606)
2179 * [LeftRightSame 13,14 x 8,9,10]<-0.212202 (0.228307)
0687 * [UpDownSame 3,6,9 x 8,9]<5.91792 (0.255651)
13701 * [LeftRightSame 8,13 x 20,21,22]>=21.0621 (0.24287)
16942 * [LeftRightSame 9,10 x 8,11,14]<-1.44911 (0.23696)
16206 * [FourBoxesSame (14,3,16,16),(5,4,7,17),(5,-1,7,12),(16,1,18,14)]<-844.946 (0.238294)
18659 * [FourBoxesSame (14,10,18,12),(17,11,21,13),(17,19,21,21),(16,21,20,23)]<331.252 (0.233869)
10716 * [LeftRightSame 2,8 x 7,8,9]>=16.6837 (0.248401)
1076 * [FourBoxesSame (15,8,18,11),(8,9,11,12),(8,8,11,11),(17,10,20,13)]>=-141.235 (0.248318)
16066 * [LeftRightSame 12,21 x 22,23,24]>=9.62125 (0.238547)
0263 * [LeftRightSame 10,12 x 13,14,15]>=4.13983 (0.263802)
982509 * [LeftRightSame 9,16 x 5,6,7]>=11.5509 (0.272394)
12511 * [FourBoxesSame (9,7,16,11),(9,8,16,12),(9,7,16,11),(11,9,18,13)]<-31.5746 (0.245065)
0688 * [FourBoxesSame (5,0,8,2),(6,1,9,3),(6,0,9,2),(7,2,10,4)]<-166.677 (0.255631)
06841 * [FourBoxesSame (8,8,12,19),(6,9,10,20),(6,8,10,19),(10,10,14,21)]>=-482.333 (0.255706)
08128 * [LeftRightSame 8,12 x 18,19,20]<-11.4377 (0.253264)
12424 * [FourBoxesSame (15,16,18,18),(6,17,9,19),(6,15,9,17),(17,17,20,19)]>=-43.4827 (0.245225)
989256 * [FourBoxesSame (14,1,18,7),(15,2,19,8),(15,0,19,6),(16,2,20,8)]>=559.783 (0.271059)
15885 * [FourBoxesSame (16,18,19,21),(10,19,13,22),(10,17,13,20),(18,19,21,22)]<19.1031 (0.238876)
037 * [LeftRightSame 15,23 x 2,3,4]>=14.3994 (0.26173)
05689 * [FourBoxesSame (8,5,12,8),(8,6,12,9),(8,2,12,5),(10,4,14,7)]>=-147.742 (0.257905)
0799 * [LeftRightSame 7,20 x 16,17,18]>=6.07412 (0.253526)
07614 * [FourBoxesSame (12,16,18,20),(15,17,21,21),(15,15,21,19),(14,17,20,21)]<-11.7832 (0.254237)
15163 * [FourBoxesSame (13,13,15,15),(10,15,12,17),(10,12,12,14),(15,14,17,16)]>=97.9729 (0.240191)
898392 * [LeftRightSame 10,14 x 20,21,22]>=9.41031 (0.289381)
04343 * [UpDownSame 1,6,11 x 9,12]>=-41.7142 (0.260489)
970412 * [LeftRightSame 2,8 x 8,9,10]>=15.4621 (0.274798)
04415 * [FourBoxesSame (11,12,13,14),(12,14,14,16),(12,11,14,13),(13,13,15,15)]<-1.70093 (0.26035)
916743 * [LeftRightSame 3,10 x 6,7,8]>=15.1344 (0.285622)
1521 * [FourBoxesSame (16,11,18,19),(13,12,15,20),(13,10,15,18),(18,12,20,20)]>=-267.158 (0.240106)
00665 * [FourBoxesSame (2,2,6,17),(0,3,4,18),(0,2,4,17),(4,4,8,19)]<-1834.9 (0.267635)
11066 * [FourBoxesSame (13,8,18,20),(13,9,18,21),(13,6,18,18),(15,8,20,20)]<52.3335 (0.247748)
965236 * [UpDownSame 6,7,8 x 17,20]>=1.45073 (0.275831)
03236 * [FourBoxesSame (12,10,18,14),(9,11,15,15),(9,8,15,12),(14,10,20,14)]>=-78.6117 (0.262626)
08005 * [LeftRightSame 3,11 x 9,10,11]>=30.4114 (0.253496)
03933 * [UpDownSame 5,11,17 x 11,12]>=-11.9838 (0.26128)
922838 * [FourBoxesSame (6,9,10,11),(7,10,11,12),(7,11,11,13),(8,13,12,15)]<14.7052 (0.28438)
07571 * [FourBoxesSame (0,5,6,16),(4,6,10,17),(4,5,10,16),(2,7,8,18)]<-2018.93 (0.254319)
1356 * [FourBoxesSame (11,3,14,5),(8,4,11,6),(8,6,11,8),(13,8,16,10)]<25.5143 (0.243129)
96724 * [FourBoxesSame (8,2,10,4),(9,4,11,6),(9,8,11,10),(10,10,12,12)]>=-13.057 (0.275431)
STRONG classifier 9 (fpr:0.048495, dr:0.883424):
40 weak classifiers, threshold 0.499695:
11741 * [LeftRightSame 15,17 x 9,10,11]<-0.146074 (0.246491)
909672 * [UpDownSame 2,3,4 x 9,13]>=0.983937 (0.287067)
0915 * [FourBoxesSame (19,8,21,13),(20,9,22,14),(20,6,22,11),(21,8,23,13)]>=828.519 (0.251335)
968528 * [FourBoxesSame (16,15,18,21),(14,16,16,22),(14,15,16,21),(18,17,20,23)]<28.8602 (0.275174)
892764 * [LeftRightSame 7,9 x 17,18,19]<-5.96539 (0.29054)
976796 * [FourBoxesSame (11,5,13,11),(8,6,10,12),(8,4,10,10),(13,6,15,12)]>=40.4537 (0.273528)
861668 * [FourBoxesSame (9,17,11,19),(7,19,9,21),(7,18,9,20),(11,20,13,22)]<36.2012 (0.296991)
985206 * [FourBoxesSame (19,5,21,20),(2,6,4,21),(2,3,4,18),(21,5,23,20)]<-1249.04 (0.27186)
932997 * [FourBoxesSame (8,11,12,14),(9,12,13,15),(9,10,13,13),(10,12,14,15)]>=-79.7389 (0.282317)
937201 * [FourBoxesSame (14,2,21,11),(14,3,21,12),(14,1,21,10),(16,3,23,12)]>=1739.7 (0.281466)
929614 * [UpDownSame 16,18,20 x 5,16]<11.6848 (0.283003)
842051 * [UpDownSame 16,19,22 x 4,5]>=4.75266 (0.301103)
785099 * [FourBoxesSame (17,8,19,10),(6,10,8,12),(6,7,8,9),(19,9,21,11)]<-34.975 (0.313222)
832449 * [LeftRightSame 3,8 x 4,6,8]<-64.0587 (0.303128)
86735 * [FourBoxesSame (10,2,14,4),(12,3,16,5),(12,1,16,3),(12,3,16,5)]<-73.5372 (0.295806)
828974 * [FourBoxesSame (14,14,16,16),(15,16,17,18),(15,15,17,17),(16,17,18,19)]>=-29.6387 (0.303862)
878528 * [UpDownSame 13,15,17 x 11,12]<-3.0187 (0.293483)
838575 * [FourBoxesSame (13,13,17,18),(11,14,15,19),(11,12,15,17),(15,14,19,19)]<36.73 (0.301835)
04041 * [FourBoxesSame (1,4,3,21),(2,5,4,22),(2,4,4,21),(3,6,5,23)]<-1189.63 (0.26107)
906971 * [UpDownSame 20,22,24 x 19,24]<26.6035 (0.28762)
867978 * [LeftRightSame 7,11 x 19,20,21]>=15.367 (0.295675)
950437 * [FourBoxesSame (11,4,13,6),(11,6,13,8),(11,5,13,7),(13,7,15,9)]>=-40.9866 (0.278797)
796162 * [FourBoxesSame (-1,0,11,19),(10,1,22,20),(10,-1,22,18),(1,1,13,20)]>=566.772 (0.310847)
88664 * [LeftRightSame 9,21 x 8,11,14]<11.0644 (0.291804)
781034 * [FourBoxesSame (8,9,12,18),(9,10,13,19),(9,9,13,18),(10,11,14,20)]>=-362.07 (0.314097)
10341 * [FourBoxesSame (13,2,15,4),(14,4,16,6),(14,2,16,4),(15,4,17,6)]<-790.468 (0.249101)
939655 * [UpDownSame 5,6,7 x 5,15]<4.71268 (0.28097)
719006 * [UpDownSame 22,23,24 x 6,9]>=1.96259 (0.327612)
827712 * [FourBoxesSame (19,9,21,16),(4,10,6,17),(4,7,6,14),(21,9,23,16)]<-448.596 (0.304129)
883892 * [FourBoxesSame (13,11,18,14),(10,12,15,15),(10,10,15,13),(15,12,20,15)]>=-68.9604 (0.292372)
824949 * [LeftRightSame 12,18 x 21,22,23]>=14.1409 (0.304714)
836018 * [FourBoxesSame (14,11,16,13),(12,13,14,15),(12,10,14,12),(16,12,18,14)]<-65.8788 (0.302374)
704799 * [FourBoxesSame (10,13,15,15),(14,14,19,16),(14,11,19,13),(12,13,17,15)]>=-51.2202 (0.330749)
835293 * [FourBoxesSame (1,19,3,21),(2,21,4,23),(2,19,4,21),(3,21,5,23)]>=372.532 (0.302527)
930201 * [FourBoxesSame (9,5,15,19),(8,6,14,20),(8,7,14,21),(11,9,17,23)]<591.119 (0.282884)
790115 * [FourBoxesSame (13,19,17,22),(7,20,11,23),(7,3,11,6),(15,5,19,8)]<-40.4173 (0.312144)
934642 * [FourBoxesSame (2,12,4,19),(3,13,5,20),(3,11,5,18),(4,13,6,20)]<-391.504 (0.281984)
835393 * [FourBoxesSame (16,16,19,18),(14,17,17,19),(14,16,17,18),(18,18,21,20)]<37.1574 (0.302506)
814093 * [FourBoxesSame (14,4,18,8),(16,5,20,9),(16,2,20,6),(16,4,20,8)]<-1451.13 (0.307019)
929378 * [FourBoxesSame (7,5,11,19),(10,6,14,20),(10,7,14,21),(9,9,13,23)]<658.485 (0.283051)
STRONG classifier 10 (fpr:0.0491228, dr:0.817851):
44 weak classifiers, threshold 0.526703:
04324 * [FourBoxesSame (8,5,13,19),(11,6,16,20),(11,7,16,21),(10,9,15,23)]>=-473.77 (0.260526)
822209 * [FourBoxesSame (13,1,16,3),(13,2,16,4),(13,0,16,2),(15,2,18,4)]>=294.493 (0.305295)
861198 * [LeftRightSame 3,21 x 7,10,13]>=-61.2947 (0.297089)
783282 * [FourBoxesSame (3,1,6,14),(0,2,3,15),(0,2,3,15),(5,4,8,17)]>=791.741 (0.313613)
802792 * [LeftRightSame 11,12 x 18,19,20]<-1.28479 (0.309429)
829438 * [FourBoxesSame (16,11,18,19),(6,12,8,20),(6,11,8,19),(18,13,20,21)]>=-46.7173 (0.303764)
711887 * [UpDownSame -1,1,3 x 7,8]<-13.2371 (0.329182)
874258 * [UpDownSame 4,5,6 x 8,13]<-1.77725 (0.294369)
731777 * [FourBoxesSame (10,2,21,6),(3,3,14,7),(3,0,14,4),(12,2,23,6)]<-521.634 (0.324805)
703056 * [FourBoxesSame (5,14,15,16),(12,15,22,17),(12,13,22,15),(7,15,17,17)]<26.5367 (0.331135)
751143 * [LeftRightSame -1,10 x 3,7,11]<-192.343 (0.320572)
706445 * [LeftRightSame 3,5 x 3,4,5]>=-1.70164 (0.330385)
660645 * [LeftRightSame 10,12 x 9,10,11]>=14.5579 (0.340595)
732493 * [FourBoxesSame (17,14,19,18),(12,15,14,19),(12,14,14,18),(19,16,21,20)]>=-56.7181 (0.324648)
694519 * [LeftRightSame 6,8 x 17,18,19]<-2.91038 (0.333028)
694936 * [FourBoxesSame (11,16,13,18),(8,18,10,20),(8,14,10,16),(13,16,15,18)]>=-58.6123 (0.332936)
775294 * [FourBoxesSame (3,0,8,6),(1,1,6,7),(1,-1,6,5),(5,1,10,7)]>=939.157 (0.315335)
829135 * [FourBoxesSame (17,20,19,22),(6,22,8,24),(6,7,8,9),(19,9,21,11)]<11.3085 (0.303828)
683195 * [LeftRightSame 11,12 x 17,18,19]>=2.55082 (0.335549)
709149 * [UpDownSame 8,10,12 x 9,10]<-0.321183 (0.329787)
767316 * [FourBoxesSame (9,1,19,5),(7,2,17,6),(7,0,17,4),(11,2,21,6)]>=1164.64 (0.31706)
775432 * [LeftRightSame 7,9 x 22,23,24]<1.04136 (0.315305)
680974 * [FourBoxesSame (14,12,16,14),(5,14,7,16),(5,1,7,3),(16,3,18,5)]<-196.141 (0.336044)
730956 * [UpDownSame 9,11,13 x 11,15]<2.39561 (0.324985)
746003 * [LeftRightSame 17,18 x 3,4,5]<-3.31461 (0.321693)
741016 * [FourBoxesSame (7,10,11,12),(2,11,6,13),(2,10,6,12),(9,12,13,14)]>=-78.7446 (0.322782)
68681 * [FourBoxesSame (7,7,11,11),(8,8,12,12),(8,6,12,10),(9,8,13,12)]<12.9203 (0.334743)
777379 * [UpDownSame 3,6,9 x 18,20]<-50.9718 (0.314885)
871049 * [FourBoxesSame (7,7,11,10),(8,8,12,11),(8,6,12,9),(9,8,13,11)]>=-220.492 (0.295036)
766785 * [FourBoxesSame (13,3,17,7),(15,4,19,8),(15,0,19,4),(15,2,19,6)]<-1695.97 (0.317175)
851821 * [FourBoxesSame (14,18,20,20),(13,19,19,21),(13,17,19,19),(16,19,22,21)]<4.87832 (0.299051)
696481 * [FourBoxesSame (16,15,19,18),(14,16,17,19),(14,15,17,18),(18,17,21,20)]>=-43.709 (0.332593)
676688 * [FourBoxesSame (15,8,18,10),(12,9,15,11),(12,8,15,10),(17,10,20,12)]>=-69.5651 (0.337001)
826168 * [FourBoxesSame (5,3,8,20),(0,4,3,21),(0,1,3,18),(7,3,10,20)]>=3277.81 (0.304456)
849875 * [FourBoxesSame (3,8,12,10),(7,9,16,11),(7,5,16,7),(5,7,14,9)]<61.4409 (0.299459)
653825 * [UpDownSame 10,15,20 x 22,23]<-24.1007 (0.342128)
695424 * [LeftRightSame 18,20 x 8,9,10]>=0.307256 (0.332828)
701327 * [UpDownSame 1,2,3 x 9,14]>=8.45347 (0.331518)
63525 * [UpDownSame 11,12,13 x 15,16]>=0.185523 (0.346321)
63043 * [FourBoxesSame (14,6,20,12),(2,7,8,13),(2,4,8,10),(16,6,22,12)]>=253.338 (0.347413)
689425 * [FourBoxesSame (5,8,8,22),(0,9,3,23),(0,1,3,15),(7,3,10,17)]<-401.304 (0.334161)
625287 * [UpDownSame 1,3,5 x 23,24]<3.70154 (0.34858)
766604 * [LeftRightSame 14,18 x 1,3,5]>=25.6527 (0.317214)
708827 * [FourBoxesSame (8,10,17,13),(9,11,18,14),(9,9,18,12),(10,11,19,14)]>=-26.8841 (0.329858)
STRONG classifier 11 (fpr:0.0484429, dr:0.64663):
36 weak classifiers, threshold 0.589905:
05536 * [FourBoxesSame (7,2,14,7),(5,3,12,8),(5,2,12,7),(9,4,16,9)]<306.543 (0.258197)
840702 * [FourBoxesSame (18,19,21,22),(3,20,6,23),(3,1,6,4),(20,3,23,6)]>=144.375 (0.301387)
923349 * [FourBoxesSame (15,8,18,11),(13,9,16,12),(13,8,16,11),(17,10,20,13)]<65.5358 (0.284276)
746264 * [FourBoxesSame (18,8,21,11),(19,9,22,12),(19,7,22,10),(20,9,23,12)]<-142.565 (0.321636)
863215 * [FourBoxesSame (8,8,12,21),(11,9,15,22),(11,8,15,21),(10,10,14,23)]<106.092 (0.296668)
800358 * [FourBoxesSame (1,7,4,16),(3,8,6,17),(3,11,6,20),(3,13,6,22)]<-833.662 (0.309949)
839144 * [FourBoxesSame (3,14,13,20),(11,15,21,21),(11,13,21,19),(5,15,15,21)]>=-763.195 (0.301715)
726374 * [LeftRightSame 8,10 x 16,17,18]>=3.38538 (0.325991)
728869 * [FourBoxesSame (14,11,18,13),(8,12,12,14),(8,13,12,15),(16,15,20,17)]<-67.9506 (0.325443)
767381 * [FourBoxesSame (17,1,21,13),(17,2,21,14),(17,-1,21,11),(19,1,23,13)]>=1346.75 (0.317046)
789714 * [FourBoxesSame (9,6,11,10),(7,7,9,11),(7,6,9,10),(11,8,13,12)]<-30.0657 (0.31223)
797188 * [LeftRightSame 9,11 x 5,6,7]>=4.30009 (0.310627)
86106 * [FourBoxesSame (16,12,20,14),(15,13,19,15),(15,12,19,14),(18,14,22,16)]<86.1368 (0.297118)
792836 * [FourBoxesSame (19,10,21,16),(20,11,22,17),(20,4,22,10),(21,6,23,12)]<-7209.76 (0.31156)
919872 * [FourBoxesSame (8,4,11,6),(8,5,11,7),(8,7,11,9),(10,9,13,11)]<286.163 (0.284984)
75873 * [FourBoxesSame (12,15,14,17),(8,17,10,19),(8,18,10,20),(14,20,16,22)]<-14.4699 (0.318922)
798955 * [FourBoxesSame (15,8,18,10),(12,9,15,11),(12,8,15,10),(17,10,20,12)]<92.5663 (0.310249)
807291 * [FourBoxesSame (19,7,21,9),(20,9,22,11),(20,7,22,9),(21,9,23,11)]<-376.151 (0.308468)
886285 * [FourBoxesSame (7,6,10,20),(9,7,12,21),(9,4,12,18),(9,6,12,20)]<756.17 (0.291877)
757253 * [FourBoxesSame (3,13,5,15),(4,15,6,17),(4,10,6,12),(5,12,7,14)]>=128.747 (0.319243)
868248 * [FourBoxesSame (18,4,21,6),(0,5,3,7),(0,2,3,4),(20,4,23,6)]>=-66.1896 (0.295619)
703134 * [LeftRightSame 4,12 x 22,23,24]>=-3.93238 (0.331118)
779011 * [UpDownSame 0,1,2 x 11,14]>=8.13758 (0.314533)
813684 * [FourBoxesSame (16,12,19,21),(11,13,14,22),(11,12,14,21),(18,14,21,23)]<-16.1302 (0.307106)
74957 * [LeftRightSame 21,24 x 3,5,7]<-11.2582 (0.320915)
754277 * [FourBoxesSame (11,3,14,5),(11,4,14,6),(11,5,14,7),(13,7,16,9)]<-6.8589 (0.31989)
762739 * [FourBoxesSame (10,6,14,9),(6,7,10,10),(6,4,10,7),(12,6,16,9)]<-0.112752 (0.318052)
72079 * [LeftRightSame 2,4 x 7,8,9]<-4.48803 (0.327219)
886576 * [FourBoxesSame (12,8,14,15),(12,9,14,16),(12,5,14,12),(14,7,16,14)]>=-58.1347 (0.291817)
769876 * [FourBoxesSame (10,12,14,15),(10,13,14,16),(10,16,14,19),(12,18,16,21)]<-148.084 (0.316506)
825474 * [FourBoxesSame (9,14,12,16),(4,15,7,17),(4,17,7,19),(11,19,14,21)]>=-67.9952 (0.304603)
710207 * [FourBoxesSame (3,12,5,17),(1,13,3,18),(1,11,3,16),(5,13,7,18)]>=104.181 (0.329553)
842564 * [FourBoxesSame (7,8,18,11),(8,9,19,12),(8,8,19,11),(9,10,20,13)]<8.74391 (0.300995)
767394 * [FourBoxesSame (0,0,4,19),(3,1,7,20),(3,2,7,21),(2,4,6,23)]<-8498.91 (0.317043)
960925 * [FourBoxesSame (13,18,19,20),(14,19,20,21),(14,17,20,19),(15,19,21,21)]>=-240.77 (0.276693)
812063 * [FourBoxesSame (9,10,16,13),(11,11,18,14),(11,9,18,12),(11,11,18,14)]<65.31 (0.307451)
BRANCH 5 "open" (fpr:2.63628e-17, dr:0.403427)
8 strong classifiers.
STRONG classifier 6 (fpr:0.0487062, dr:0.911215):
40 weak classifiers, threshold 0.392761:
91326 * [FourBoxesSame (15,20,17,22),(11,22,13,24),(11,19,13,21),(17,21,19,23)]<-55.0285 (0.128615)
57137 * [FourBoxesSame (17,1,19,13),(18,2,20,14),(18,0,20,12),(19,2,21,14)]>=165.133 (0.172021)
37127 * [UpDownSame 5,8,11 x 13,14]>=1.14109 (0.202415)
33213 * [FourBoxesSame (7,17,10,20),(7,18,10,21),(7,17,10,20),(9,19,12,22)]>=90.0736 (0.208808)
40189 * [LeftRightSame 13,15 x 9,12,15]<-2.96536 (0.197517)
13717 * [FourBoxesSame (1,4,5,6),(4,5,8,7),(4,3,8,5),(3,5,7,7)]<-26.8112 (0.24284)
20888 * [UpDownSame 18,19,20 x 13,24]<11.1882 (0.2299)
49997 * [FourBoxesSame (15,6,17,18),(12,7,14,19),(12,5,14,17),(17,7,19,19)]<-139.866 (0.18243)
1564 * [FourBoxesSame (7,19,10,21),(7,20,10,22),(7,19,10,21),(9,21,12,23)]>=29.2935 (0.239322)
09562 * [FourBoxesSame (9,9,15,12),(1,10,7,13),(1,7,7,10),(11,9,17,12)]<-120.053 (0.250562)
19617 * [UpDownSame 13,16,19 x 14,24]<68.253 (0.232158)
22643 * [FourBoxesSame (16,9,19,11),(11,10,14,12),(11,11,14,13),(18,13,21,15)]<-75.1056 (0.226807)
15772 * [FourBoxesSame (8,10,17,17),(10,11,19,18),(10,7,19,14),(10,9,19,16)]<-294.564 (0.239081)
11085 * [FourBoxesSame (3,16,5,19),(1,17,3,20),(1,16,3,19),(5,18,7,21)]<-34.9889 (0.247712)
09049 * [LeftRightSame 17,18 x 10,11,12]>=0.204568 (0.251526)
1216 * [UpDownSame 19,21,23 x 11,16]>=0.613461 (0.245715)
30791 * [FourBoxesSame (0,0,5,14),(4,1,9,15),(4,0,9,14),(2,2,7,16)]<-223.296 (0.212836)
17444 * [UpDownSame 15,16,17 x 11,17]>=-5.49357 (0.236053)
28056 * [FourBoxesSame (15,18,18,21),(4,19,7,22),(4,17,7,20),(17,19,20,22)]<-69.6755 (0.217455)
2396 * [FourBoxesSame (3,19,8,21),(5,20,10,22),(5,18,10,20),(5,20,10,22)]>=33.5859 (0.224506)
05765 * [FourBoxesSame (10,4,13,6),(5,5,8,7),(5,3,8,5),(12,5,15,7)]<-94.3847 (0.257759)
23972 * [LeftRightSame 7,12 x 6,15,24]>=-119.724 (0.224485)
17123 * [FourBoxesSame (-1,1,9,3),(4,2,14,4),(4,1,14,3),(1,3,11,5)]<-76.6729 (0.236633)
1037 * [LeftRightSame 7,9 x 12,16,20]<25.8539 (0.249047)
40171 * [LeftRightSame 7,17 x 22,23,24]>=10.7462 (0.197545)
14004 * [FourBoxesSame (9,3,14,5),(6,4,11,6),(6,3,11,5),(11,5,16,7)]<-62.55 (0.242313)
990324 * [FourBoxesSame (11,14,13,21),(12,15,14,22),(12,12,14,19),(13,14,15,21)]<-69.1723 (0.270848)
12158 * [FourBoxesSame (12,1,19,20),(8,2,15,21),(8,0,15,19),(14,2,21,21)]>=423.078 (0.245718)
29569 * [UpDownSame 16,17,18 x 10,12]>=-11.1967 (0.214892)
36309 * [FourBoxesSame (13,8,15,13),(8,9,10,14),(8,7,10,12),(15,9,17,14)]<-127.867 (0.203739)
11236 * [FourBoxesSame (19,13,21,15),(20,15,22,17),(20,0,22,2),(21,2,23,4)]>=53.8082 (0.247431)
20629 * [FourBoxesSame (8,4,13,10),(6,5,11,11),(6,3,11,9),(10,5,15,11)]<-51.1714 (0.230358)
28418 * [FourBoxesSame (4,4,7,6),(4,5,7,7),(4,3,7,5),(6,5,9,7)]>=61.2212 (0.216839)
15039 * [UpDownSame 19,21,23 x 11,16]>=1.1733 (0.240418)
19257 * [FourBoxesSame (7,3,10,5),(7,4,10,6),(7,2,10,4),(9,4,12,6)]>=31.1096 (0.232799)
1807 * [FourBoxesSame (16,5,19,8),(18,6,21,9),(18,5,21,8),(18,7,21,10)]>=49.4003 (0.234927)
24118 * [UpDownSame 12,15,18 x 13,16]<34.8205 (0.224231)
47038 * [FourBoxesSame (13,11,17,16),(9,12,13,17),(9,9,13,14),(15,11,19,16)]<-184.355 (0.186885)
25727 * [FourBoxesSame (0,18,4,21),(1,19,5,22),(1,17,5,20),(2,19,6,22)]<-88.9847 (0.221444)
27129 * [FourBoxesSame (2,6,11,8),(9,7,18,9),(9,5,18,7),(4,7,13,9)]<-22.9024 (0.219037)
STRONG classifier 7 (fpr:0.0353982, dr:0.903427):
38 weak classifiers, threshold 0.443146:
51388 * [FourBoxesSame (10,20,21,22),(5,21,16,23),(5,19,16,21),(12,21,23,23)]<-389.237 (0.180365)
10142 * [FourBoxesSame (19,17,21,21),(20,18,22,22),(20,4,22,8),(21,6,23,10)]>=276.027 (0.249474)
18539 * [UpDownSame 17,20,23 x 12,15]>=-4.68931 (0.234084)
07527 * [FourBoxesSame (2,2,11,4),(8,3,17,5),(8,2,17,4),(4,4,13,6)]<-186.419 (0.254402)
05895 * [UpDownSame 5,8,11 x 13,14]>=0.946908 (0.25751)
08969 * [FourBoxesSame (5,0,12,23),(0,1,7,24),(0,-1,7,22),(7,1,14,24)]>=417.279 (0.251677)
03614 * [UpDownSame 20,22,24 x 11,17]>=1.19277 (0.261896)
00098 * [FourBoxesSame (3,5,12,15),(3,6,12,16),(3,4,12,14),(5,6,14,16)]<-685.928 (0.268749)
06159 * [UpDownSame 17,18,19 x 11,17]>=-4.04595 (0.257006)
08909 * [FourBoxesSame (5,5,9,21),(2,6,6,22),(2,5,6,21),(7,7,11,23)]>=412.385 (0.25179)
967896 * [FourBoxesSame (14,14,17,18),(5,15,8,19),(5,16,8,20),(16,18,19,22)]<-29.4346 (0.2753)
977652 * [UpDownSame 14,16,18 x 14,20]>=-11.5643 (0.273358)
00791 * [FourBoxesSame (13,1,18,3),(15,2,20,4),(15,1,20,3),(15,3,20,5)]>=37.716 (0.267389)
00498 * [LeftRightSame 7,13 x 16,17,18]<-6.43333 (0.267963)
00967 * [FourBoxesSame (8,18,10,21),(8,19,10,22),(8,18,10,21),(10,20,12,23)]>=13.3073 (0.267044)
933062 * [FourBoxesSame (2,18,10,22),(8,19,16,23),(8,17,16,21),(4,19,12,23)]<-185.707 (0.282304)
942444 * [UpDownSame 18,19,20 x 11,24]<11.6265 (0.280407)
08653 * [FourBoxesSame (8,14,19,22),(11,15,22,23),(11,13,22,21),(10,15,21,23)]<-378.926 (0.252272)
05746 * [UpDownSame 7,9,11 x 17,20]>=2.37587 (0.257795)
891027 * [FourBoxesSame (15,2,19,4),(18,3,22,5),(18,2,22,4),(17,4,21,6)]>=21.8047 (0.290898)
84766 * [FourBoxesSame (11,15,13,22),(12,16,14,23),(12,13,14,20),(13,15,15,22)]<-91.8837 (0.299924)
849933 * [UpDownSame 21,22,23 x 9,13]>=2.05763 (0.299447)
937642 * [LeftRightSame 8,11 x 15,16,17]>=3.75221 (0.281377)
972116 * [UpDownSame 17,18,19 x 11,24]<12.1893 (0.274459)
10923 * [LeftRightSame 8,14 x 20,21,22]<-6.1171 (0.248014)
895107 * [FourBoxesSame (7,2,9,5),(8,3,10,6),(8,0,10,3),(9,2,11,5)]>=83.4798 (0.290057)
01044 * [UpDownSame 5,7,9 x 11,14]>=-3.12985 (0.266894)
03434 * [FourBoxesSame (2,3,4,19),(3,4,5,20),(3,3,5,19),(4,5,6,21)]<-184.252 (0.262244)
969265 * [UpDownSame 13,15,17 x 18,20]>=-2.43721 (0.275027)
984822 * [FourBoxesSame (8,8,10,13),(9,9,11,14),(9,6,11,11),(10,8,12,13)]<-309.853 (0.271936)
00614 * [FourBoxesSame (7,3,9,10),(7,4,9,11),(7,1,9,8),(9,3,11,10)]>=35.8401 (0.267735)
930964 * [LeftRightSame 14,15 x 10,12,14]<-0.268598 (0.282729)
964192 * [LeftRightSame 18,20 x 9,10,11]>=0.834195 (0.27604)
936405 * [FourBoxesSame (18,8,20,18),(3,9,5,19),(3,11,5,21),(20,13,22,23)]<7.64345 (0.281627)
895884 * [FourBoxesSame (9,8,11,12),(4,9,6,13),(4,5,6,9),(11,7,13,11)]<-188.816 (0.289897)
02289 * [UpDownSame 16,17,18 x 11,15]<8.35025 (0.264465)
09951 * [FourBoxesSame (5,1,19,3),(8,2,22,4),(8,0,22,2),(7,2,21,4)]>=147.633 (0.249831)
944452 * [UpDownSame 4,5,6 x 0,12]>=2.11938 (0.280002)
STRONG classifier 8 (fpr:0.0472674, dr:0.894081):
36 weak classifiers, threshold 0.463928:
22654 * [FourBoxesSame (17,2,20,20),(5,3,8,21),(5,-1,8,17),(19,1,22,19)]>=708.661 (0.226788)
0541 * [FourBoxesSame (13,20,15,22),(12,22,14,24),(12,18,14,20),(15,20,17,22)]<-40.3507 (0.258439)
07288 * [LeftRightSame 11,13 x 22,23,24]>=2.63983 (0.254856)
959642 * [LeftRightSame 8,12 x 13,14,15]<-3.89356 (0.27695)
947773 * [UpDownSame 4,5,6 x 12,14]<-1.02654 (0.279333)
986196 * [UpDownSame 13,16,19 x 12,16]>=-0.993105 (0.271664)
880862 * [LeftRightSame 1,3 x 12,13,14]<-2.89203 (0.292999)
921315 * [UpDownSame 13,16,19 x 14,16]<21.3549 (0.28469)
938834 * [FourBoxesSame (1,19,5,21),(1,20,5,22),(1,17,5,19),(3,19,7,21)]<-217.513 (0.281136)
917738 * [FourBoxesSame (16,14,18,17),(11,15,13,18),(11,11,13,14),(18,13,20,16)]<-27.201 (0.285419)
923045 * [LeftRightSame 4,9 x 11,12,13]<-9.89305 (0.284338)
880293 * [LeftRightSame 0,1 x 0,4,8]<0.00266536 (0.293117)
870314 * [FourBoxesSame (14,6,19,9),(4,7,9,10),(4,6,9,9),(16,8,21,11)]>=-62.1827 (0.295189)
870371 * [LeftRightSame 10,19 x 22,23,24]>=10.9851 (0.295177)
824471 * [LeftRightSame 13,14 x 11,12,13]<-0.38202 (0.304815)
803712 * [FourBoxesSame (10,8,12,10),(11,10,13,12),(11,7,13,9),(12,9,14,11)]>=83.5871 (0.309232)
924209 * [FourBoxesSame (10,10,14,14),(9,11,13,15),(9,9,13,13),(12,11,16,15)]>=-234.89 (0.284101)
951558 * [LeftRightSame 7,15 x 3,7,11]<-74.162 (0.278572)
84765 * [FourBoxesSame (10,8,15,12),(9,9,14,13),(9,7,14,11),(12,9,17,13)]<146.793 (0.299926)
983554 * [LeftRightSame 11,24 x 7,9,11]>=70.7352 (0.272187)
855626 * [UpDownSame 18,21,24 x 11,12]>=0.206935 (0.298254)
91895 * [LeftRightSame 13,18 x 7,9,11]<-29.9549 (0.285172)
88696 * [LeftRightSame 18,19 x 10,11,12]>=0.0386281 (0.291738)
770435 * [UpDownSame -1,0,1 x 10,14]<-1.66645 (0.316385)
939155 * [FourBoxesSame (8,8,13,15),(10,9,15,16),(10,5,15,12),(10,7,15,14)]<-57.1241 (0.281071)
816276 * [LeftRightSame 23,24 x 17,18,19]<-0.392635 (0.306555)
881196 * [FourBoxesSame (12,6,14,21),(13,7,15,22),(13,4,15,19),(14,6,16,21)]>=263.088 (0.29293)
03594 * [UpDownSame 17,19,21 x 18,20]>=-12.9811 (0.261935)
93691 * [LeftRightSame 0,9 x 12,13,14]<-15.5574 (0.281525)
882998 * [LeftRightSame 2,3 x 12,13,14]>=0.435531 (0.292557)
01693 * [UpDownSame 15,16,17 x 11,20]>=-8.6531 (0.265626)
957682 * [LeftRightSame 0,19 x 21,22,23]>=17.0256 (0.277342)
822842 * [LeftRightSame 21,22 x 5,6,7]<-0.209903 (0.305161)
813665 * [FourBoxesSame (12,16,15,18),(11,17,14,19),(11,19,14,21),(14,21,17,23)]>=-56.368 (0.30711)
02038 * [FourBoxesSame (3,7,8,13),(4,8,9,14),(4,6,9,12),(5,8,10,14)]>=453.732 (0.264954)
95299 * [FourBoxesSame (9,0,17,20),(7,1,15,21),(7,0,15,20),(11,2,19,22)]<-181.108 (0.278284)
STRONG classifier 9 (fpr:0.0495627, dr:0.85514):
44 weak classifiers, threshold 0.484161:
1964 * [LeftRightSame 9,10 x 16,17,18]<-1.54914 (0.232116)
90009 * [FourBoxesSame (11,10,13,13),(12,11,14,14),(12,9,14,12),(13,11,15,14)]>=8.12007 (0.289032)
870482 * [FourBoxesSame (14,14,17,18),(5,15,8,19),(5,16,8,20),(16,18,19,22)]<-38.9341 (0.295154)
797563 * [UpDownSame 3,10,17 x 12,14]>=-64.3389 (0.310547)
968212 * [UpDownSame 19,20,21 x 4,5]>=3.79949 (0.275237)
763675 * [LeftRightSame 18,19 x 4,5,6]<-1.56605 (0.317849)
796522 * [FourBoxesSame (15,3,19,5),(4,4,8,6),(4,7,8,9),(17,9,21,11)]>=-390.356 (0.31077)
855559 * [FourBoxesSame (12,9,14,11),(13,11,15,13),(13,9,15,11),(14,11,16,13)]<-82.2935 (0.298268)
820391 * [LeftRightSame 7,12 x 6,15,24]>=-115.625 (0.305681)
780575 * [FourBoxesSame (19,7,21,11),(13,8,15,12),(13,6,15,10),(21,8,23,12)]<-107.665 (0.314196)
742256 * [FourBoxesSame (17,4,20,6),(6,5,9,7),(6,3,9,5),(19,5,22,7)]<-218.8 (0.322511)
836041 * [LeftRightSame 12,14 x 15,19,23]>=-21.8113 (0.302369)
761277 * [FourBoxesSame (15,3,17,15),(15,4,17,16),(15,2,17,14),(17,4,19,16)]<-184.442 (0.318369)
667785 * [UpDownSame 6,7,8 x 13,14]>=0.558034 (0.338993)
681763 * [UpDownSame 4,6,8 x 17,20]<-1.18694 (0.335868)
803455 * [FourBoxesSame (7,7,9,9),(8,9,10,11),(8,6,10,8),(9,8,11,10)]<-172.302 (0.309287)
855607 * [UpDownSame 17,20,23 x 12,13]>=-0.567808 (0.298258)
820983 * [FourBoxesSame (7,3,9,5),(4,5,6,7),(4,2,6,4),(9,4,11,6)]>=54.4014 (0.305555)
745251 * [FourBoxesSame (4,17,6,19),(5,19,7,21),(5,16,7,18),(6,18,8,20)]<-180.266 (0.321857)
875669 * [UpDownSame 1,7,13 x 6,13]>=-250.688 (0.294076)
8395 * [FourBoxesSame (6,10,9,17),(7,11,10,18),(7,8,10,15),(8,10,11,17)]<-538.144 (0.30164)
787057 * [FourBoxesSame (3,10,10,21),(2,11,9,22),(2,7,9,18),(5,9,12,20)]>=-538.448 (0.312801)
727201 * [LeftRightSame 12,22 x 22,23,24]>=12.0345 (0.325809)
772021 * [UpDownSame 5,9,13 x 17,18]>=-14.7688 (0.316042)
887427 * [FourBoxesSame (10,3,12,5),(11,5,13,7),(11,3,13,5),(12,5,14,7)]>=98.0773 (0.291641)
829721 * [FourBoxesSame (7,6,10,9),(9,7,12,10),(9,7,12,10),(9,9,12,12)]<150.647 (0.303704)
860897 * [LeftRightSame -1,21 x 17,18,19]<-25.5463 (0.297152)
740536 * [FourBoxesSame (18,8,20,11),(13,9,15,12),(13,11,15,14),(20,13,22,16)]<4.3104 (0.322887)
797065 * [LeftRightSame 0,9 x 10,11,12]<-14.0765 (0.310654)
796508 * [FourBoxesSame (11,15,14,17),(12,16,15,18),(12,13,15,15),(13,15,16,17)]<-20.4134 (0.310773)
6979 * [FourBoxesSame (5,1,7,3),(0,3,2,5),(0,-1,2,1),(7,1,9,3)]>=-3.22956 (0.332278)
750997 * [FourBoxesSame (4,5,7,7),(6,6,9,8),(6,4,9,6),(6,6,9,8)]<-76.6799 (0.320604)
80844 * [UpDownSame 19,20,21 x 16,20]<4.39243 (0.308223)
783561 * [FourBoxesSame (-1,20,16,22),(3,21,20,23),(3,19,20,21),(1,21,18,23)]<-497.176 (0.313553)
736077 * [LeftRightSame 12,14 x 9,13,17]>=-23.109 (0.323862)
821187 * [LeftRightSame 8,9 x 16,17,18]<-1.05496 (0.305512)
794977 * [FourBoxesSame (13,0,15,2),(12,2,14,4),(12,0,14,2),(15,1,17,3)]<-91.1914 (0.311101)
806476 * [FourBoxesSame (10,6,15,13),(9,7,14,14),(9,4,14,11),(12,6,17,13)]<455.896 (0.308642)
77673 * [FourBoxesSame (14,2,16,11),(15,3,17,12),(15,2,17,11),(16,4,18,13)]>=319.816 (0.315025)
797587 * [FourBoxesSame (17,12,19,16),(12,13,14,17),(12,4,14,8),(19,6,21,10)]>=-158.448 (0.310542)
724431 * [UpDownSame 0,1,2 x 6,18]<-7.37289 (0.326418)
779433 * [FourBoxesSame (7,12,9,17),(8,13,10,18),(8,12,10,17),(9,14,11,19)]>=240.525 (0.314442)
863038 * [UpDownSame 16,18,20 x 11,15]<18.9469 (0.296705)
75487 * [LeftRightSame 13,21 x 8,10,12]<-30.4345 (0.319761)
STRONG classifier 10 (fpr:0.0487062, dr:0.799065):
42 weak classifiers, threshold 0.502441:
944159 * [FourBoxesSame (5,15,9,17),(4,16,8,18),(4,17,8,19),(7,19,11,21)]<-321.741 (0.280061)
898738 * [FourBoxesSame (17,16,20,18),(19,17,22,19),(19,16,22,18),(19,18,22,20)]<42.8506 (0.28931)
773586 * [FourBoxesSame (13,5,15,10),(8,6,10,11),(8,2,10,7),(15,4,17,9)]>=423.68 (0.315704)
846736 * [FourBoxesSame (6,19,14,21),(13,20,21,22),(13,18,21,20),(8,20,16,22)]>=-153.491 (0.300118)
84017 * [FourBoxesSame (4,7,8,13),(5,8,9,14),(5,6,9,12),(6,8,10,14)]>=522.891 (0.301499)
827064 * [LeftRightSame 22,24 x 15,16,17]<0.366188 (0.304266)
743831 * [FourBoxesSame (17,0,19,11),(17,1,19,12),(17,-1,19,10),(19,1,21,12)]>=606.814 (0.322167)
722226 * [UpDownSame 13,17,21 x 15,16]>=-8.14553 (0.326903)
769469 * [FourBoxesSame (11,0,13,3),(8,1,10,4),(8,11,10,14),(13,13,15,16)]>=493.861 (0.316594)
743492 * [FourBoxesSame (13,2,15,14),(1,3,3,15),(1,7,3,19),(15,9,17,21)]<238.79 (0.322241)
672078 * [LeftRightSame 23,24 x 16,19,22]<-4.15859 (0.338032)
633947 * [FourBoxesSame (6,15,9,17),(5,16,8,18),(5,18,8,20),(8,20,11,22)]<-518.891 (0.346616)
755708 * [LeftRightSame 8,10 x 12,16,20]>=-22.6412 (0.319579)
711851 * [FourBoxesSame (6,15,10,19),(9,16,13,20),(9,15,13,19),(8,17,12,21)]>=707.525 (0.32919)
790674 * [FourBoxesSame (10,7,18,12),(5,8,13,13),(5,7,13,12),(12,9,20,14)]<-63.7815 (0.312024)
654376 * [UpDownSame 20,22,24 x 3,8]<-6.49636 (0.342004)
767824 * [UpDownSame 14,16,18 x 15,20]<30.3391 (0.31695)
725154 * [UpDownSame 21,22,23 x 6,9]>=6.99014 (0.326259)
615731 * [UpDownSame 20,22,24 x 5,12]<-38.0273 (0.350753)
774257 * [UpDownSame 17,18,19 x 14,17]<4.17729 (0.315559)
64782 * [FourBoxesSame (3,18,11,20),(8,19,16,21),(8,18,16,20),(5,20,13,22)]>=306.836 (0.343481)
640241 * [FourBoxesSame (8,20,12,22),(11,21,15,23),(11,19,15,21),(10,21,14,23)]>=-119.428 (0.345192)
668008 * [UpDownSame 19,20,21 x 5,6]<-2.3609 (0.338943)
672796 * [FourBoxesSame (2,8,13,22),(8,9,19,23),(8,5,19,19),(4,7,15,21)]<-55.8182 (0.337871)
651418 * [FourBoxesSame (12,8,14,12),(4,9,6,13),(4,10,6,14),(14,12,16,16)]<16.2391 (0.34267)
748322 * [FourBoxesSame (4,6,7,10),(5,7,8,11),(5,4,8,8),(6,6,9,10)]>=306.818 (0.321187)
672841 * [FourBoxesSame (-1,15,6,20),(4,16,11,21),(4,14,11,19),(1,16,8,21)]>=-127.528 (0.337861)
63897 * [LeftRightSame 7,10 x 5,7,9]<-10.8737 (0.345479)
629695 * [LeftRightSame 15,19 x 19,20,21]<-0.119714 (0.34758)
625674 * [UpDownSame 17,19,21 x 5,8]>=24.0546 (0.348492)
740537 * [LeftRightSame 20,21 x 12,13,14]>=-1.9628 (0.322887)
630615 * [FourBoxesSame (11,5,17,10),(15,6,21,11),(15,5,21,10),(13,7,19,12)]<-49.1396 (0.347371)
732333 * [FourBoxesSame (10,0,12,13),(0,1,2,14),(0,2,2,15),(12,4,14,17)]>=495.778 (0.324683)
798801 * [FourBoxesSame (14,4,19,6),(10,5,15,7),(10,3,15,5),(16,5,21,7)]>=-53.3723 (0.310282)
648596 * [FourBoxesSame (18,18,21,20),(3,19,6,21),(3,15,6,17),(20,17,23,19)]>=19.7208 (0.343306)
648148 * [FourBoxesSame (3,16,10,20),(8,17,15,21),(8,16,15,20),(5,18,12,22)]>=543.181 (0.343407)
738846 * [LeftRightSame 15,16 x 14,16,18]>=-5.92119 (0.323257)
688454 * [FourBoxesSame (5,5,7,7),(6,7,8,9),(6,4,8,6),(7,6,9,8)]>=197.492 (0.334377)
705257 * [LeftRightSame 19,22 x 10,11,12]>=-0.90029 (0.330648)
675636 * [FourBoxesSame (11,6,16,17),(4,7,9,18),(4,6,9,17),(13,8,18,19)]<-33.2005 (0.337236)
668776 * [UpDownSame 19,21,23 x 1,9]<-36.3371 (0.338771)
762591 * [FourBoxesSame (11,14,14,17),(5,15,8,18),(5,15,8,18),(13,17,16,20)]>=-63.8098 (0.318084)
STRONG classifier 11 (fpr:0.0487062, dr:0.73676):
44 weak classifiers, threshold 0.516205:
773002 * [FourBoxesSame (11,5,16,15),(15,6,20,16),(15,4,20,14),(13,6,18,16)]>=-499.202 (0.31583)
857715 * [FourBoxesSame (10,3,12,9),(11,4,13,10),(11,2,13,8),(12,4,14,10)]<-491.652 (0.297817)
708158 * [UpDownSame 18,19,20 x 3,4]>=4.05158 (0.330006)
821115 * [FourBoxesSame (14,12,16,14),(9,14,11,16),(9,15,11,17),(16,17,18,19)]<120.267 (0.305527)
65117 * [UpDownSame 7,10,13 x 8,9]>=15.3311 (0.342726)
668329 * [FourBoxesSame (5,1,11,9),(6,2,12,10),(6,0,12,8),(7,2,13,10)]>=-381.959 (0.338871)
613562 * [LeftRightSame 11,14 x 22,23,24]>=6.28677 (0.351247)
609527 * [FourBoxesSame (18,13,20,15),(14,15,16,17),(14,14,16,16),(20,16,22,18)]>=-78.9898 (0.352167)
721894 * [LeftRightSame 22,24 x 16,20,24]<-26.7971 (0.326976)
613361 * [FourBoxesSame (10,14,18,22),(13,15,21,23),(13,11,21,19),(12,13,20,21)]>=-530.31 (0.351293)
622016 * [LeftRightSame 9,10 x 15,16,17]>=1.80487 (0.349323)
650602 * [FourBoxesSame (11,9,16,12),(9,10,14,13),(9,8,14,11),(13,10,18,13)]>=-316.025 (0.342854)
671809 * [LeftRightSame 2,6 x 12,13,14]>=14.1717 (0.338092)
645887 * [FourBoxesSame (13,5,19,7),(3,6,9,8),(3,6,9,8),(15,8,21,10)]>=-63.6835 (0.343917)
621198 * [LeftRightSame 2,5 x 12,13,14]<-12.0097 (0.349509)
732825 * [FourBoxesSame (7,9,12,12),(11,10,16,13),(11,8,16,11),(9,10,14,13)]<88.7828 (0.324575)
60295 * [UpDownSame 20,21,22 x 5,7]>=13.298 (0.353669)
689088 * [LeftRightSame 8,10 x 6,11,16]>=-26.3446 (0.334236)
608226 * [UpDownSame 17,19,21 x 6,11]>=43.7643 (0.352464)
673923 * [FourBoxesSame (16,12,18,14),(12,14,14,16),(12,13,14,15),(18,15,20,17)]<48.0615 (0.337619)
673908 * [LeftRightSame 6,13 x 21,22,23]<-12.3776 (0.337622)
637217 * [FourBoxesSame (16,8,20,13),(7,9,11,14),(7,11,11,16),(18,13,22,18)]>=-837.495 (0.345876)
688159 * [LeftRightSame 5,13 x 16,17,18]>=16.8697 (0.334443)
652035 * [FourBoxesSame (8,8,10,11),(5,9,7,12),(5,10,7,13),(10,12,12,15)]<117.534 (0.342531)
637318 * [FourBoxesSame (5,12,8,14),(7,13,10,15),(7,8,10,10),(7,10,10,12)]<-819.65 (0.345853)
654501 * [FourBoxesSame (12,20,14,22),(12,22,14,24),(12,19,14,21),(14,21,16,23)]<15.1715 (0.341976)
641667 * [LeftRightSame 16,17 x 1,12,23]>=65.394 (0.34487)
694999 * [FourBoxesSame (14,10,20,15),(16,11,22,16),(16,10,22,15),(16,12,22,17)]<230.628 (0.332922)
60114 * [UpDownSame 0,1,2 x 10,14]<-14.0574 (0.354083)
578763 * [LeftRightSame 11,13 x 15,19,23]>=-20.7354 (0.359217)
704808 * [UpDownSame 1,2,3 x 12,14]>=7.41687 (0.330747)
580768 * [FourBoxesSame (15,3,19,5),(16,4,20,6),(16,5,20,7),(17,7,21,9)]<101.602 (0.358756)
590228 * [LeftRightSame 5,11 x 22,23,24]<-10.2744 (0.356582)
646791 * [FourBoxesSame (7,7,10,9),(2,8,5,10),(2,9,5,11),(9,11,12,13)]>=-125.454 (0.343713)
590471 * [LeftRightSame 8,11 x 22,23,24]>=6.36438 (0.356527)
584351 * [LeftRightSame 7,9 x 11,16,21]>=-17.1788 (0.357932)
609966 * [FourBoxesSame (10,5,18,7),(7,6,15,8),(7,4,15,6),(12,6,20,8)]<35.9741 (0.352067)
635427 * [FourBoxesSame (7,11,9,19),(8,12,10,20),(8,11,10,19),(9,13,11,21)]<-757.841 (0.346281)
615876 * [FourBoxesSame (7,19,12,21),(11,20,16,22),(11,17,16,19),(9,19,14,21)]>=-219.182 (0.35072)
622148 * [FourBoxesSame (2,12,10,17),(3,13,11,18),(3,13,11,18),(4,15,12,20)]>=68.5949 (0.349293)
698527 * [FourBoxesSame (9,13,16,17),(10,14,17,18),(10,13,17,17),(11,15,18,19)]<-5.45686 (0.332139)
641117 * [FourBoxesSame (16,18,21,21),(6,19,11,22),(6,17,11,20),(18,19,23,22)]<-731.767 (0.344994)
715349 * [FourBoxesSame (11,10,15,21),(14,11,18,22),(14,10,18,21),(13,12,17,23)]>=-505.661 (0.328418)
620455 * [UpDownSame 10,12,14 x 11,13]<-15.6034 (0.349678)
STRONG classifier 12 (fpr:0.0487062, dr:0.577882):
40 weak classifiers, threshold 0.543671:
693149 * [FourBoxesSame (15,6,17,9),(15,7,17,10),(15,6,17,9),(17,8,19,11)]<-202.836 (0.333333)
813816 * [FourBoxesSame (7,6,9,9),(1,7,3,10),(1,7,3,10),(9,9,11,12)]<86.2519 (0.307078)
601975 * [UpDownSame 4,5,6 x 12,15]<-4.44441 (0.353892)
685374 * [FourBoxesSame (13,11,18,14),(8,12,13,15),(8,9,13,12),(15,11,20,14)]<-63.6934 (0.335063)
569679 * [FourBoxesSame (9,11,12,14),(10,12,13,15),(10,11,13,14),(11,13,14,16)]<-60.4849 (0.361311)
558969 * [UpDownSame 2,4,6 x 4,8]<-25.3988 (0.363786)
614967 * [LeftRightSame 9,10 x 8,16,24]<19.4207 (0.350927)
708818 * [FourBoxesSame (7,10,9,12),(8,12,10,14),(8,10,10,12),(9,12,11,14)]>=229.846 (0.32986)
655021 * [UpDownSame 18,20,22 x 13,15]>=-2.65513 (0.341859)
576046 * [UpDownSame 1,2,3 x 12,19]<-18.7333 (0.359843)
538253 * [FourBoxesSame (6,16,12,22),(5,17,11,23),(5,15,11,21),(8,17,14,23)]>=-231.851 (0.368594)
557496 * [FourBoxesSame (-1,11,4,15),(0,12,5,16),(0,15,5,19),(1,17,6,21)]>=583.723 (0.364127)
54229 * [FourBoxesSame (4,3,14,20),(11,4,21,21),(11,1,21,18),(6,3,16,20)]<144.093 (0.367655)
52422 * [FourBoxesSame (18,9,20,12),(8,10,10,13),(8,1,10,4),(20,3,22,6)]>=379.623 (0.371866)
543336 * [FourBoxesSame (7,9,13,11),(10,10,16,12),(10,8,16,10),(9,10,15,12)]>=-160.417 (0.367412)
587359 * [FourBoxesSame (17,3,19,12),(8,4,10,13),(8,2,10,11),(19,4,21,13)]<-608.433 (0.357241)
602517 * [FourBoxesSame (10,12,12,17),(4,13,6,18),(4,14,6,19),(12,16,14,21)]<158.866 (0.353768)
575456 * [LeftRightSame 13,16 x 21,22,23]>=3.42453 (0.359979)
569505 * [UpDownSame 2,6,10 x 23,24]<-9.80199 (0.361351)
527429 * [LeftRightSame 3,5 x 11,16,21]<19.2365 (0.371117)
564348 * [FourBoxesSame (6,10,8,15),(7,11,9,16),(7,8,9,13),(8,10,10,15)]>=735.348 (0.362542)
600165 * [FourBoxesSame (13,15,15,17),(14,17,16,19),(14,18,16,20),(15,20,17,22)]>=-72.6876 (0.354306)
608086 * [FourBoxesSame (5,12,9,16),(7,13,11,17),(7,11,11,15),(7,13,11,17)]<-514.077 (0.352496)
528653 * [FourBoxesSame (11,6,16,13),(9,7,14,14),(9,4,14,11),(13,6,18,13)]<25.6913 (0.370831)
521798 * [LeftRightSame 18,19 x 10,11,12]>=0.0226966 (0.372432)
502778 * [FourBoxesSame (-1,16,5,18),(3,17,9,19),(3,16,9,18),(1,18,7,20)]<-322.011 (0.376888)
56553 * [FourBoxesSame (6,5,9,11),(1,6,4,12),(1,7,4,13),(8,9,11,15)]<262.074 (0.362269)
50089 * [LeftRightSame 16,19 x 18,19,20]<-0.803438 (0.377331)
495826 * [FourBoxesSame (6,8,20,10),(7,9,21,11),(7,8,21,10),(8,10,22,12)]>=-114.508 (0.378522)
520155 * [FourBoxesSame (14,0,16,9),(1,1,3,10),(1,-1,3,8),(16,1,18,10)]<-314.022 (0.372816)
562194 * [FourBoxesSame (17,12,19,15),(13,13,15,16),(13,12,15,15),(19,14,21,17)]>=-149.61 (0.36304)
602583 * [FourBoxesSame (16,3,18,10),(6,4,8,11),(6,2,8,9),(18,4,20,11)]<-461.052 (0.353753)
499512 * [LeftRightSame -1,0 x 7,9,11]<3.60208 (0.377655)
575546 * [FourBoxesSame (12,2,19,21),(7,3,14,22),(7,1,14,20),(14,3,21,22)]>=740.16 (0.359958)
551793 * [LeftRightSame 15,23 x 12,13,14]<0.306356 (0.365448)
548325 * [FourBoxesSame (-1,9,12,17),(6,10,19,18),(6,9,19,17),(1,11,14,19)]>=-29.6417 (0.366253)
509371 * [LeftRightSame -1,9 x 5,11,17]<-25.9458 (0.375341)
509614 * [FourBoxesSame (12,7,17,16),(6,8,11,17),(6,7,11,16),(14,9,19,18)]<-344.997 (0.375284)
531904 * [FourBoxesSame (15,13,17,15),(10,15,12,17),(10,14,12,16),(17,16,19,18)]>=-44.052 (0.370073)
579316 * [FourBoxesSame (6,10,12,17),(11,11,17,18),(11,10,17,17),(8,12,14,19)]>=119.964 (0.35909)
STRONG classifier 13 (fpr:0.0465116, dr:0.403427):
41 weak classifiers, threshold 0.588348:
818689 * [UpDownSame 9,11,13 x 6,13]<31.7887 (0.306042)
875496 * [FourBoxesSame (5,6,7,9),(5,7,7,10),(5,5,7,8),(7,7,9,10)]<-205.716 (0.294112)
797675 * [UpDownSame 7,9,11 x 4,19]>=-36.7402 (0.310523)
783746 * [FourBoxesSame (16,0,19,9),(12,1,15,10),(12,1,15,10),(18,3,21,12)]>=361.769 (0.313513)
847024 * [LeftRightSame 22,24 x 16,17,18]<-0.0853682 (0.300057)
783105 * [LeftRightSame 14,20 x 12,13,14]>=-6.28533 (0.313651)
788676 * [UpDownSame 19,20,21 x 4,6]>=9.99577 (0.312453)
771661 * [FourBoxesSame (1,12,7,14),(0,13,6,15),(0,12,6,14),(3,14,9,16)]<76.3732 (0.31612)
764957 * [FourBoxesSame (9,12,16,14),(15,13,22,15),(15,12,22,14),(11,14,18,16)]>=-193.978 (0.317571)
844457 * [FourBoxesSame (11,19,18,21),(3,20,10,22),(3,14,10,16),(13,16,20,18)]>=1058.52 (0.300597)
875561 * [LeftRightSame 12,17 x 10,12,14]<-2.02764 (0.294098)
71739 * [FourBoxesSame (13,3,15,5),(9,5,11,7),(9,4,11,6),(15,6,17,8)]>=55.2424 (0.327968)
831216 * [FourBoxesSame (8,8,10,11),(8,9,10,12),(8,9,10,12),(10,11,12,14)]<39.026 (0.303388)
787601 * [FourBoxesSame (13,3,15,19),(1,4,3,20),(1,2,3,18),(15,4,17,20)]<-875.113 (0.312684)
807784 * [FourBoxesSame (12,2,14,11),(12,3,14,12),(12,6,14,15),(14,8,16,17)]>=-890.656 (0.308363)
725429 * [LeftRightSame -1,0 x 5,7,9]<1.0572 (0.326199)
829102 * [FourBoxesSame (13,8,15,12),(9,9,11,13),(9,4,11,8),(15,6,17,10)]>=862.886 (0.303835)
813919 * [FourBoxesSame (5,4,15,7),(10,5,20,8),(10,3,20,6),(7,5,17,8)]>=-174.972 (0.307056)
771448 * [FourBoxesSame (-1,7,10,10),(7,8,18,11),(7,7,18,10),(1,9,12,12)]<108.397 (0.316166)
718561 * [FourBoxesSame (15,14,18,16),(13,15,16,17),(13,14,16,16),(17,16,20,18)]<-18.7598 (0.32771)
835895 * [FourBoxesSame (13,6,18,20),(14,7,19,21),(14,5,19,19),(15,7,20,21)]>=-141.568 (0.3024)
796914 * [FourBoxesSame (12,2,14,5),(0,3,2,6),(0,11,2,14),(14,13,16,16)]>=-214.302 (0.310686)
74209 * [LeftRightSame 10,11 x 16,17,18]>=0.874322 (0.322547)
817447 * [LeftRightSame 11,14 x 14,17,20]>=-35.2776 (0.306306)
765635 * [LeftRightSame 1,10 x 18,19,20]>=27.2374 (0.317424)
768615 * [LeftRightSame -1,0 x 12,14,16]<1.52691 (0.316779)
814337 * [FourBoxesSame (19,19,21,21),(13,21,15,23),(13,19,15,21),(21,21,23,23)]<-40.5225 (0.306967)
829991 * [FourBoxesSame (6,2,12,10),(5,3,11,11),(5,0,11,8),(8,2,14,10)]<888.079 (0.303647)
841224 * [FourBoxesSame (13,15,20,17),(3,16,10,18),(3,15,10,17),(15,17,22,19)]<-104.728 (0.301277)
761726 * [LeftRightSame -1,0 x 8,9,10]>=-0.461632 (0.318272)
738158 * [FourBoxesSame (16,20,18,22),(14,22,16,24),(14,10,16,12),(18,12,20,14)]>=-121.217 (0.323407)
793983 * [FourBoxesSame (11,12,13,16),(8,13,10,17),(8,13,10,17),(13,15,15,19)]>=-25.9456 (0.311314)
813247 * [FourBoxesSame (6,13,15,16),(11,14,20,17),(11,17,20,20),(8,19,17,22)]<223.678 (0.307199)
908685 * [FourBoxesSame (9,19,11,21),(4,21,6,23),(4,15,6,17),(11,17,13,19)]<32.2225 (0.287269)
799516 * [FourBoxesSame (15,8,20,10),(13,9,18,11),(13,11,18,13),(17,13,22,15)]<-88.812 (0.310129)
748308 * [UpDownSame 22,23,24 x 6,10]<-4.59323 (0.32119)
804875 * [LeftRightSame 12,14 x 5,6,7]<1.65629 (0.308984)
75352 * [LeftRightSame 12,13 x 8,9,10]<-3.19086 (0.320055)
882601 * [FourBoxesSame (13,0,18,9),(16,1,21,10),(16,-1,21,8),(15,1,20,10)]>=-293.448 (0.292639)
799572 * [FourBoxesSame (18,8,21,17),(13,9,16,18),(13,7,16,16),(20,9,23,18)]<83.54 (0.310117)
825011 * [FourBoxesSame (17,17,20,20),(7,18,10,21),(7,16,10,19),(19,18,22,21)]>=285.878 (0.304701)

						