generated from LufsX/Experiment-LogReg
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@@ -33,7 +33,7 @@ from sklearn.linear_model import LogisticRegression
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from sklearn.metrics import accuracy_score, classification_report
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from sklearn.metrics import accuracy_score, classification_report
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# 读取数据
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# 读取数据
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data_path = '.\\data\\horse-colic.data'
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data_path = 'C:\\Users\\star\\Desktop\\机器学习\\experiment-log\\data\\horse-colic.data'
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data = pd.read_csv(data_path, header=None, delim_whitespace=True, na_values='?')
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data = pd.read_csv(data_path, header=None, delim_whitespace=True, na_values='?')
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# 处理缺失值(用0填充)
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# 处理缺失值(用0填充)
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@@ -66,3 +66,4 @@ report = classification_report(y_test, y_pred)
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print(f"Accuracy: {accuracy:.2f}")
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print(f"Accuracy: {accuracy:.2f}")
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print("Classification Report:")
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print("Classification Report:")
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print(report)
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print(report)
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