From 495a83db7c2c12717f986f7d57538d9f38328a95 Mon Sep 17 00:00:00 2001
From: 202210423104 <1961532386@qq.com>
Date: Sun, 3 Nov 2024 16:05:42 +0800
Subject: [PATCH] =?UTF-8?q?=E4=B8=8A=E4=BC=A0=E6=96=87=E4=BB=B6=E8=87=B3?=
 =?UTF-8?q?=20/?=
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---
 function.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/function.py b/function.py
index eb0c449..7a87984 100644
--- a/function.py
+++ b/function.py
@@ -36,7 +36,10 @@ def train_logreg(X, y):
     return model  # 返回训练好的模型
 
 def predict_logreg(model, X):
-    X_processed = preprocess_data(X.reshape(1, -1))  # 预处理测试数据
+    # 确保输入数据是一个 numpy 数组
+    if len(X.shape) == 1:
+        X = X.reshape(1, -1)  # 保持输入数据的形状为 (1, n)，符合模型的输入要求
+    X_processed = preprocess_data(X)  # 预处理测试数据
     return model.predict(X_processed)[0]  # 确保 model 是训练好的模型
 
 if __name__ == "__main__":