MachineLearning projects for testing and code reviews
SMOTE (Synthetic Minority Over-sampling Technique) SMOTE is an over-sampling method. What it does is, it creates synthetic (not duplicate) samples of the minority class. Hence making the minority class equal to the majority class. SMOTE does this by selecting similar records and altering that record one column at a time by a random amount within the difference to the neighbouring records.
Predit a seasonal data of water level of Three Gorges.