stratified k fold cross validation

stratifiedkfold = StratifiedKFold(n_splits=4,shuffle=True)

#Model Implementation
model = RandomForestClassifier()

#Scoring Function
scoring=['balanced_accuracy','precision_macro','recall_macro']

#Cross Validation
cv_score = cross_validate(model, df, y,scoring=scoring ,cv=stratifiedkfold, n_jobs=-1)

cv_score