From 468b21dcfe1ff6e90fe609a5036f93246f0bc84d Mon Sep 17 00:00:00 2001
From: llll <2992513220@qq.com>
Date: Thu, 31 Oct 2024 23:20:45 +0800
Subject: [PATCH] =?UTF-8?q?=E6=9B=B4=E6=96=B0=20function.py?=
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---
 function.py | 16 +---------------
 1 file changed, 1 insertion(+), 15 deletions(-)

diff --git a/function.py b/function.py
index 81ca379..bc959e9 100644
--- a/function.py
+++ b/function.py
@@ -95,18 +95,4 @@ def predict_logreg(inX, weights):
     """
     inX = np.c_[1, inX]  # 添加截距项
     prob = sigmoid(np.dot(inX, weights))
-    return 1 if prob > 0.5 else 0
-
-if __name__ == "__main__":
-    # 加载训练集
-    X_train, y_train = load_data("./data/horse-colic.data")
-
-    # 加载测试集
-    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)
-
-    # 测试单个数据
-    y_pred = predict_logreg(X_test[11], weights)
-    print(f"预测结果: {y_pred}, 实际结果: {int(y_test[11])}")
\ No newline at end of file
+    return 1 if prob > 0.5 else 0
\ No newline at end of file