generated from LufsX/Experiment-LogReg
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@@ -90,6 +90,10 @@ if __name__ == "__main__":
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# 加载测试集
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# 加载测试集
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X_test, y_test = load_data("./data/horse-colic.test")
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X_test, y_test = load_data("./data/horse-colic.test")
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# 确保标签为浮点型,以防止整型溢出
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y_train = y_train.astype(float)
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y_test = y_test.astype(float)
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# 训练对率回归模型
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# 训练对率回归模型
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weights = train_logreg(X_train, y_train, learning_rate=0.01, iterations=1000)
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weights = train_logreg(X_train, y_train, learning_rate=0.01, iterations=1000)
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