diff --git a/function.py b/function.py index ae9b670..19caac4 100644 --- a/function.py +++ b/function.py @@ -28,7 +28,7 @@ name = "董秋" # 这里写自己的代码实现 -def train_logreg(X, y, learning_rate=0.01, iterations=1000): +def train_logreg(X, y, learning_rate=0.01, iterations=1000,lambda_reg=0.01): """ 对率回归训练函数。 @@ -98,7 +98,7 @@ if __name__ == "__main__": X_test, y_test = load_data("./data/horse-colic.test") # 训练对率回归模型 - weights = train_logreg(X_train, y_train, learning_rate=0.01, iterations=1000) + weights = train_logreg(X_train, y_train, learning_rate=0.01, iterations=1000,lambda_reg=0.01) # 测试单个数据 y_pred = predict_logreg(X_test[11], weights)