def aplicaSMOTE(X_train, y_train): X_train, y_train = SMOTE(random_state=77145416, n_jobs=14).fit_resample(X_train, y_train) print("Numero de instancias: " + str(len(X_train))) print("Instancias por clase:") print(np.unique(y_train, return_counts=True)) df = pd.concat([X_train.reset_index(drop=True), y_train], axis=1) return (df)