iris.arff
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- % 1. Title: Iris Plants Database
- %
- % 2. Sources:
- % (a) Creator: R.A. Fisher
- % (b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.nasa.gov)
- % (c) Date: July, 1988
- %
- % 3. Past Usage:
- % - Publications: too many to mention!!! Here are a few.
- % 1. Fisher,R.A. "The use of multiple measurements in taxonomic problems"
- % Annual Eugenics, 7, Part II, 179-188 (1936); also in "Contributions
- % to Mathematical Statistics" (John Wiley, NY, 1950).
- % 2. Duda,R.O., & Hart,P.E. (1973) Pattern Classification and Scene Analysis.
- % (Q327.D83) John Wiley & Sons. ISBN 0-471-22361-1. See page 218.
- % 3. Dasarathy, B.V. (1980) "Nosing Around the Neighborhood: A New System
- % Structure and Classification Rule for Recognition in Partially Exposed
- % Environments". IEEE Transactions on Pattern Analysis and Machine
- % Intelligence, Vol. PAMI-2, No. 1, 67-71.
- % -- Results:
- % -- very low misclassification rates (0% for the setosa class)
- % 4. Gates, G.W. (1972) "The Reduced Nearest Neighbor Rule". IEEE
- % Transactions on Information Theory, May 1972, 431-433.
- % -- Results:
- % -- very low misclassification rates again
- % 5. See also: 1988 MLC Proceedings, 54-64. Cheeseman et al's AUTOCLASS II
- % conceptual clustering system finds 3 classes in the data.
- %
- % 4. Relevant Information:
- % --- This is perhaps the best known database to be found in the pattern
- % recognition literature. Fisher's paper is a classic in the field
- % and is referenced frequently to this day. (See Duda & Hart, for
- % example.) The data set contains 3 classes of 50 instances each,
- % where each class refers to a type of iris plant. One class is
- % linearly separable from the other 2; the latter are NOT linearly
- % separable from each other.
- % --- Predicted attribute: class of iris plant.
- % --- This is an exceedingly simple domain.
- %
- % 5. Number of Instances: 150 (50 in each of three classes)
- %
- % 6. Number of Attributes: 4 numeric, predictive attributes and the class
- %
- % 7. Attribute Information:
- % 1. sepal length in cm
- % 2. sepal width in cm
- % 3. petal length in cm
- % 4. petal width in cm
- % 5. class:
- % -- Iris Setosa
- % -- Iris Versicolour
- % -- Iris Virginica
- %
- % 8. Missing Attribute Values: None
- %
- % Summary Statistics:
- % Min Max Mean SD Class Correlation
- % sepal length: 4.3 7.9 5.84 0.83 0.7826
- % sepal width: 2.0 4.4 3.05 0.43 -0.4194
- % petal length: 1.0 6.9 3.76 1.76 0.9490 (high!)
- % petal width: 0.1 2.5 1.20 0.76 0.9565 (high!)
- %
- % 9. Class Distribution: 33.3% for each of 3 classes.
- @RELATION iris
- @ATTRIBUTE sepallength REAL
- @ATTRIBUTE sepalwidth REAL
- @ATTRIBUTE petallength REAL
- @ATTRIBUTE petalwidth REAL
- @ATTRIBUTE class {Iris-setosa,Iris-versicolor,Iris-virginica}
- @DATA
- 5.1,3.5,1.4,0.2,Iris-setosa
- 4.9,3.0,1.4,0.2,Iris-setosa
- 4.7,3.2,1.3,0.2,Iris-setosa
- 4.6,3.1,1.5,0.2,Iris-setosa
- 5.0,3.6,1.4,0.2,Iris-setosa
- 5.4,3.9,1.7,0.4,Iris-setosa
- 4.6,3.4,1.4,0.3,Iris-setosa
- 5.0,3.4,1.5,0.2,Iris-setosa
- 4.4,2.9,1.4,0.2,Iris-setosa
- 4.9,3.1,1.5,0.1,Iris-setosa
- 5.4,3.7,1.5,0.2,Iris-setosa
- 4.8,3.4,1.6,0.2,Iris-setosa
- 4.8,3.0,1.4,0.1,Iris-setosa
- 4.3,3.0,1.1,0.1,Iris-setosa
- 5.8,4.0,1.2,0.2,Iris-setosa
- 5.7,4.4,1.5,0.4,Iris-setosa
- 5.4,3.9,1.3,0.4,Iris-setosa
- 5.1,3.5,1.4,0.3,Iris-setosa
- 5.7,3.8,1.7,0.3,Iris-setosa
- 5.1,3.8,1.5,0.3,Iris-setosa
- 5.4,3.4,1.7,0.2,Iris-setosa
- 5.1,3.7,1.5,0.4,Iris-setosa
- 4.6,3.6,1.0,0.2,Iris-setosa
- 5.1,3.3,1.7,0.5,Iris-setosa
- 4.8,3.4,1.9,0.2,Iris-setosa
- 5.0,3.0,1.6,0.2,Iris-setosa
- 5.0,3.4,1.6,0.4,Iris-setosa
- 5.2,3.5,1.5,0.2,Iris-setosa
- 5.2,3.4,1.4,0.2,Iris-setosa
- 4.7,3.2,1.6,0.2,Iris-setosa
- 4.8,3.1,1.6,0.2,Iris-setosa
- 5.4,3.4,1.5,0.4,Iris-setosa
- 5.2,4.1,1.5,0.1,Iris-setosa
- 5.5,4.2,1.4,0.2,Iris-setosa
- 4.9,3.1,1.5,0.1,Iris-setosa
- 5.0,3.2,1.2,0.2,Iris-setosa
- 5.5,3.5,1.3,0.2,Iris-setosa
- 4.9,3.1,1.5,0.1,Iris-setosa
- 4.4,3.0,1.3,0.2,Iris-setosa
- 5.1,3.4,1.5,0.2,Iris-setosa
- 5.0,3.5,1.3,0.3,Iris-setosa
- 4.5,2.3,1.3,0.3,Iris-setosa
- 4.4,3.2,1.3,0.2,Iris-setosa
- 5.0,3.5,1.6,0.6,Iris-setosa
- 5.1,3.8,1.9,0.4,Iris-setosa
- 4.8,3.0,1.4,0.3,Iris-setosa
- 5.1,3.8,1.6,0.2,Iris-setosa
- 4.6,3.2,1.4,0.2,Iris-setosa
- 5.3,3.7,1.5,0.2,Iris-setosa
- 5.0,3.3,1.4,0.2,Iris-setosa
- 7.0,3.2,4.7,1.4,Iris-versicolor
- 6.4,3.2,4.5,1.5,Iris-versicolor
- 6.9,3.1,4.9,1.5,Iris-versicolor
- 5.5,2.3,4.0,1.3,Iris-versicolor
- 6.5,2.8,4.6,1.5,Iris-versicolor
- 5.7,2.8,4.5,1.3,Iris-versicolor
- 6.3,3.3,4.7,1.6,Iris-versicolor
- 4.9,2.4,3.3,1.0,Iris-versicolor
- 6.6,2.9,4.6,1.3,Iris-versicolor
- 5.2,2.7,3.9,1.4,Iris-versicolor
- 5.0,2.0,3.5,1.0,Iris-versicolor
- 5.9,3.0,4.2,1.5,Iris-versicolor
- 6.0,2.2,4.0,1.0,Iris-versicolor
- 6.1,2.9,4.7,1.4,Iris-versicolor
- 5.6,2.9,3.6,1.3,Iris-versicolor
- 6.7,3.1,4.4,1.4,Iris-versicolor
- 5.6,3.0,4.5,1.5,Iris-versicolor
- 5.8,2.7,4.1,1.0,Iris-versicolor
- 6.2,2.2,4.5,1.5,Iris-versicolor
- 5.6,2.5,3.9,1.1,Iris-versicolor
- 5.9,3.2,4.8,1.8,Iris-versicolor
- 6.1,2.8,4.0,1.3,Iris-versicolor
- 6.3,2.5,4.9,1.5,Iris-versicolor
- 6.1,2.8,4.7,1.2,Iris-versicolor
- 6.4,2.9,4.3,1.3,Iris-versicolor
- 6.6,3.0,4.4,1.4,Iris-versicolor
- 6.8,2.8,4.8,1.4,Iris-versicolor
- 6.7,3.0,5.0,1.7,Iris-versicolor
- 6.0,2.9,4.5,1.5,Iris-versicolor
- 5.7,2.6,3.5,1.0,Iris-versicolor
- 5.5,2.4,3.8,1.1,Iris-versicolor
- 5.5,2.4,3.7,1.0,Iris-versicolor
- 5.8,2.7,3.9,1.2,Iris-versicolor
- 6.0,2.7,5.1,1.6,Iris-versicolor
- 5.4,3.0,4.5,1.5,Iris-versicolor
- 6.0,3.4,4.5,1.6,Iris-versicolor
- 6.7,3.1,4.7,1.5,Iris-versicolor
- 6.3,2.3,4.4,1.3,Iris-versicolor
- 5.6,3.0,4.1,1.3,Iris-versicolor
- 5.5,2.5,4.0,1.3,Iris-versicolor
- 5.5,2.6,4.4,1.2,Iris-versicolor
- 6.1,3.0,4.6,1.4,Iris-versicolor
- 5.8,2.6,4.0,1.2,Iris-versicolor
- 5.0,2.3,3.3,1.0,Iris-versicolor
- 5.6,2.7,4.2,1.3,Iris-versicolor
- 5.7,3.0,4.2,1.2,Iris-versicolor
- 5.7,2.9,4.2,1.3,Iris-versicolor
- 6.2,2.9,4.3,1.3,Iris-versicolor
- 5.1,2.5,3.0,1.1,Iris-versicolor
- 5.7,2.8,4.1,1.3,Iris-versicolor
- 6.3,3.3,6.0,2.5,Iris-virginica
- 5.8,2.7,5.1,1.9,Iris-virginica
- 7.1,3.0,5.9,2.1,Iris-virginica
- 6.3,2.9,5.6,1.8,Iris-virginica
- 6.5,3.0,5.8,2.2,Iris-virginica
- 7.6,3.0,6.6,2.1,Iris-virginica
- 4.9,2.5,4.5,1.7,Iris-virginica
- 7.3,2.9,6.3,1.8,Iris-virginica
- 6.7,2.5,5.8,1.8,Iris-virginica
- 7.2,3.6,6.1,2.5,Iris-virginica
- 6.5,3.2,5.1,2.0,Iris-virginica
- 6.4,2.7,5.3,1.9,Iris-virginica
- 6.8,3.0,5.5,2.1,Iris-virginica
- 5.7,2.5,5.0,2.0,Iris-virginica
- 5.8,2.8,5.1,2.4,Iris-virginica
- 6.4,3.2,5.3,2.3,Iris-virginica
- 6.5,3.0,5.5,1.8,Iris-virginica
- 7.7,3.8,6.7,2.2,Iris-virginica
- 7.7,2.6,6.9,2.3,Iris-virginica
- 6.0,2.2,5.0,1.5,Iris-virginica
- 6.9,3.2,5.7,2.3,Iris-virginica
- 5.6,2.8,4.9,2.0,Iris-virginica
- 7.7,2.8,6.7,2.0,Iris-virginica
- 6.3,2.7,4.9,1.8,Iris-virginica
- 6.7,3.3,5.7,2.1,Iris-virginica
- 7.2,3.2,6.0,1.8,Iris-virginica
- 6.2,2.8,4.8,1.8,Iris-virginica
- 6.1,3.0,4.9,1.8,Iris-virginica
- 6.4,2.8,5.6,2.1,Iris-virginica
- 7.2,3.0,5.8,1.6,Iris-virginica
- 7.4,2.8,6.1,1.9,Iris-virginica
- 7.9,3.8,6.4,2.0,Iris-virginica
- 6.4,2.8,5.6,2.2,Iris-virginica
- 6.3,2.8,5.1,1.5,Iris-virginica
- 6.1,2.6,5.6,1.4,Iris-virginica
- 7.7,3.0,6.1,2.3,Iris-virginica
- 6.3,3.4,5.6,2.4,Iris-virginica
- 6.4,3.1,5.5,1.8,Iris-virginica
- 6.0,3.0,4.8,1.8,Iris-virginica
- 6.9,3.1,5.4,2.1,Iris-virginica
- 6.7,3.1,5.6,2.4,Iris-virginica
- 6.9,3.1,5.1,2.3,Iris-virginica
- 5.8,2.7,5.1,1.9,Iris-virginica
- 6.8,3.2,5.9,2.3,Iris-virginica
- 6.7,3.3,5.7,2.5,Iris-virginica
- 6.7,3.0,5.2,2.3,Iris-virginica
- 6.3,2.5,5.0,1.9,Iris-virginica
- 6.5,3.0,5.2,2.0,Iris-virginica
- 6.2,3.4,5.4,2.3,Iris-virginica
- 5.9,3.0,5.1,1.8,Iris-virginica
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