def predict(index, features):
pp = predictors[index]
true_class = int(pp.classes_[1] == 1)
prob = pp.predict_proba([features])[0, true_class]
def predict(index, features):
pp = predictors[index]
true_class = int(pp.classes_[1] == 1)
prob = pp.predict_proba([features])[0, true_class]