K-fold cross validation, Stratified K-fold cross validation, Machine Learning Models, Python, Sklearn, Examples| Analytics Yogi
Learning the parameters of a prediction function and testing it on the same data is a methodological mistake: a model that would just repeat the labels of the samples that it has just seen would ha...| scikit-learn
There are 3 different APIs for evaluating the quality of a model’s predictions: Estimator score method: Estimators have a score method providing a default evaluation criterion for the problem they ...| scikit-learn
I tried to illustrate the usage of scikit-learn pipelines.| kevinkle.in