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Assessing and Improving Prediction and Classification
Title: Assessing and Improving Prediction and Classification: Theory and Algorithms in C++
Author: Timothy Masters
Length: 517 pages
Edition: 1st ed.
Language: English
Publisher: Apress
Publication Date: 2017-12-20
ISBN-10: 1484233352
ISBN-13: ...
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Machine Learning for Microbial Phenotype Prediction
This thesis presents a scalable, generic methodology for microbial phenotype prediction based on supervised machine learning, several models for biological and ecological traits of high relevance, and the deployment in metagenomic datasets. The results ...
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Assessing and Improving Prediction and Classification
... for accurately and appropriately assessing the performance of prediction and classification models. It also shows how the ... , and perhaps creation of new supplementary models, the quality of the prediction or classification can be improvedsignificantly.
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Predicting Human Decision-Making: From Prediction to Action
... ." Designing intelligent agents that interact proficiently with people necessitates the modeling of human behavior and the prediction of their decisions. In this book, we explore the task of automatically predicting human decision-making and its use ...
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