sklearn.linear model.LinearRegression

A sklearn.linear model.LinearRegression is a linear least-squares regression system within sklearn.linear_model

• See: Ordinary Least Squares Linear Regression System.

---

---

References

2017

• http://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html
  • QUOTE: Ordinary least squares Linear Regression.

    class sklearn.linear_model.LinearRegression(fit_intercept=True, normalize=False, copy_X=True, n_jobs=1)[source]

2017

• http://scikit-learn.org/stable/auto_examples/linear_model/plot_ols.html
  • QUOTE:

# Split the targets into training/testing sets 
diabetes_y_train = diabetes.target[:-20]
diabetes_y_test = diabetes.target[-20:]


# Create linear regression object
regr = linear_model.LinearRegression()


# Train the model using the training sets
regr.fit(diabetes_X_train, diabetes_y_train)

---