Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
oversampled['GENDER'].fillna(oversampled['GENDER'].mode()[0]) oversampled['DISTRICT'] = oversampled['DISTRICT'].fillna(oversampled['DISTRICT'].mode()[0]) oversampled['TEHSIL'] = oversampled['TEHSIL'].fillna(oversampled['TEHSIL'].mode()[0]) oversampled['REPORT_VERIFIED'] =