نسخة أولية وصول مفتوح
EasyClassifier: Honest, Reproducible Machine-Learning Classification for Researchers Who Do Not Program
Machine-learning classification is now used across medicine, the social sciences, economics, education and engineering, very often by researchers who do not program. Two errors recur in such work: preprocessing learned on all rows before cross-validation (data leakage), and reporting the cross-validation score of the c …