From ae0b4421b7609486cfc5369678f548dab6dff592 Mon Sep 17 00:00:00 2001
From: hao <19382120447@163.com>
Date: Thu, 31 Oct 2024 17:15:48 +0800
Subject: [PATCH] =?UTF-8?q?=E6=9B=B4=E6=96=B0=20function.py?=
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---
 function.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/function.py b/function.py
index 0c05d08..03d369d 100644
--- a/function.py
+++ b/function.py
@@ -72,9 +72,16 @@ def load_data(filepath):
     - np.array: 特征数据。
     - np.array: 标签数据。
     """
-    data = np.genfromtxt(filepath, delimiter=',', dtype=float, filling_values=0)
+    # 使用numpy的genfromtxt函数加载数据，假设逗号为分隔符
+    data = np.genfromtxt(filepath, delimiter=',', dtype=float, filling_values=np.nan)
+    
+    # 删除包含NaN的行
+    data = data[~np.isnan(data).any(axis=1)]
+    
+    # 将数据转换为numpy数组
     X = data[:, :-1]
     y = data[:, -1].astype(int)  # 将标签列转换为整数类型
+    
     return X, y
 
 if __name__ == "__main__":