Save Naive Bayes Trained Classifier in NLTK

by

To save:

import pickle
f = open('my_classifier.pickle', 'wb')
pickle.dump(classifier, f)
f.close()

To load later:

import pickle
f = open('my_classifier.pickle', 'rb')
classifier = pickle.load(f)
f.close()

More Related Contents:

  1. Implementing Bag-of-Words Naive-Bayes classifier in NLTK
  2. Multiclass Classification
  3. Python NLTK pos_tag not returning the correct part-of-speech tag
  4. Save classifier to disk in scikit-learn
  5. How to get most informative features for scikit-learn classifiers?
  6. Python: tf-idf-cosine: to find document similarity
  7. Predict classes or class probabilities?
  8. memory issues when transforming np.array using to_categorical
  9. Scikit-learn: How to obtain True Positive, True Negative, False Positive and False Negative
  10. Mixing categorial and continuous data in Naive Bayes classifier using scikit-learn
  11. tag generation from a text content
  12. How to get most informative features for scikit-learn classifier for different class?
  13. scikit-learn .predict() default threshold
  14. Make a custom loss function in keras
  15. Convert words between verb/noun/adjective forms
  16. Dummy variables when not all categories are present
  17. How to install xgboost package in python (windows platform)?
  18. nltk doesn’t add $NLTK_DATA to search path?
  19. str.translate gives TypeError – Translate takes one argument (2 given), worked in Python 2
  20. TensorFlow operator overloading
  21. How to get other metrics in Tensorflow 2.0 (not only accuracy)?
  22. Removing then Inserting a New Middle Layer in a Keras Model
  23. training data format for NLTK punkt
  24. Unbalanced data and weighted cross entropy
  25. Tensor is not an element of this graph
  26. Tensorflow One Hot Encoder?
  27. confused about random_state in decision tree of scikit learn
  28. Can I send callbacks to a KerasClassifier?
  29. Getting 405 error while trying to download nltk data
  30. TensorFlow, “‘module’ object has no attribute ‘placeholder'”

Leave a Comment