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pemagrg1/load-sklearn-pickle-and-predict.py

Created September 4, 2019 11:39
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load-sklearn-pickle-and-predict.py
import pickle
Project_path = "<path to project>"
model_path = Project_path + "/08. Multi-class_text_classification/models/model.pickle"
vectorizer_path = Project_path + "/08. Multi-class_text_classification/models/vectorizer.pickle"
vectorizer = pickle.load(open(vectorizer_path,'rb'))
model = pickle.load(open(model_path,'rb'))
pred = model.predict(vectorizer.transform(["i have got a new phone. its from Apple.. and i love it!"]))[0]
print ("predicted class:", pred)
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