Python如何实现逻辑回归

2024-10-18 03:19:49

1、导入pandas,输入或读取数据集。import pandas as pddf=pd.DataFra罪焐芡拂me({'math':[98,78,54,89,24,60,98,44,96,90],'english':[92,56,90,57,46,75,76,87,91,88],'is_good':[1,0,0,0,0,0,1,0,1,1]})

Python如何实现逻辑回归

3、模型数据准备。X=df.ix[:,['math','english']]y=df['is_good']

Python如何实现逻辑回归

6、根据模型预测目标变量,并计算准确率。y_pred=clf_lg.predict(X)print(y_pred)print("准确率",sum(y==y_pred)/len(y))#计算准确率

Python如何实现逻辑回归
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