pip install textgrocery
python
from textgrocery import TextGrocery
text_classifier = TextGrocery()
text_classifier.train(X_train, y_train)
text_classifier.save("model.model")
text_classifier.load("model.model")
result = text_classifier.classify(text)
print(result)
print(text_classifier.prob())