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)
