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Machine learning, Distances - Coggle Diagram

- - - - from sklearn.linear_model import LinearRegression
        LR = LinerRegression()
        LR.fit(x_train, ytrain)
        LR.coef
        LR.intercept_
      - predictions = LR.predict(your_x_data)
        prediction.score(x,y) : gives R2
  - - - from sklearn.naive_bayes import MultinomialNB
        your_model = MultinomialNB()
        your_model.fit(x_training_data, y_training_data)
      - predictions = your_model.predict(your_x_data)
        probabilities = your_model.predict_proba(your_x_data)
    - - from sklearn.neigbors import KNeighborsClassifier
        your_model = KNeighborsClassifier()
        your_model.fit(x_training_data, y_training_data)
      - predictions = your_model.predict(your_x_data)
        probabilities = your_model.predict_proba(your_x_data)