机器学习02 Linear regression

    科技2025-07-07  16

    机器学习100天 day02

    Linear regression

    注意:1、fit中输入自变量和因变量,需要都是array类型,如果是Series需要将其进行转换,X_train = np.array(X_train); trainX_train = X_train.reshape(len(X_train),1),转换后会是shape会是(len(X_train),1)

    regressor = linear_model.LinearRegression 1: regressor.fit(X_train,Y_train); 2: Y_pred = regressor.predict(Y_test); 3: regressor.coef_; 4:注意plt.sactter(),plt.plot(X_test, regressor.predict(X_test)) 参考链接 [1]: https://github.com/MLEveryday/100-Days-Of-ML-Code [2]: https://github.com/MLEveryday/100-Days-Of-ML-Code/blob/master/Code/Day%202_Simple_Linear_Regression.md

    Processed: 0.010, SQL: 8