TRAIN TEST SPLIT VS CROSS VALIDATON

There are various pipelines in Data science projects with machine learning used cases like Data gathering, Feature Engineering, Feature selection, Model creation, Model deployment.

TRAIN TEST SPLIT

DRAWBACK

CROSS VALIDATION

LEAVE ONE OUT CROSS VALIDATION

DRAWBACK

KFOLD CROSS VLIDATION

DRAWBACK

Data scientist Aspirant passionate in learning new technologies and sharing my thoughts to others .