diff --git a/main_yuanyou_zhoudu.py b/main_yuanyou_zhoudu.py
index e8ae623..a131597 100644
--- a/main_yuanyou_zhoudu.py
+++ b/main_yuanyou_zhoudu.py
@@ -301,7 +301,7 @@ def predict_main():
                 thresh=len(model_results)*0.1, axis=1)
         # 删除空行
         model_results = model_results.dropna()
-        modelnames = model_results.columns.to_list()[2:-1]
+        modelnames = model_results.columns.to_list()[2:-2]
         for col in model_results[modelnames].select_dtypes(include=['object']).columns:
             model_results[col] = model_results[col].astype(np.float32)
         # 计算每个预测值与真实值之间的偏差率