generated from LufsX/Challenge-SVM
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@@ -62,12 +62,17 @@ def load_data(filepath):
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return X, y
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if __name__ == "__main__":
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# 以下代码可用于测试,可自行随意修改
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# 加载训练集
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X_train, y_train = load_data("./data/horse-colic.data")
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if X_train is None or y_train is None:
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print("训练数据加载失败,程序终止。")
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exit(1)
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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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if X_test is None or y_test is None:
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print("测试数据加载失败,程序终止。")
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exit(1)
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# 训练支持向量机模型
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weights, bias = train_svm(X_train, y_train, learning_rate=0.01, iterations=1000)
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