data sampling

Posted by neverset on November 18, 2022

SMOTE

MOTE oversamples by synthesizing new samples that are close in distance to existing ones within the same class.

from imblearn.over_sampling import SMOTE

smote = SMOTE() # initializing
X_train, y_train = smote.fit_sample(X_train, y_train)