scale validation for consistency

SamoraHunter · SamoraHunter · commit e5e091959383 · 2026-01-08T10:45:52.000Z
diff --git a/ml_grid/pipeline/grid_search_cross_validate.py b/ml_grid/pipeline/grid_search_cross_validate.py
@@ -186,6 +186,9 @@ def __init__(
             self.X_test = pd.DataFrame(
                 scaler.transform(self.X_test), columns=self.X_test.columns, index=self.X_test.index
             )
+            self.X_test_orig = pd.DataFrame(
+                scaler.transform(self.X_test_orig), columns=self.X_test_orig.columns, index=self.X_test_orig.index
+            )
 
         # --- PERFORMANCE FIX for testing ---
         # Use a much faster CV strategy when in test_mode.

Original file line number	Diff line number	Diff line change
`@@ -186,6 +186,9 @@ def __init__(`
`186`	`186`	`self.X_test = pd.DataFrame(`
`187`	`187`	`scaler.transform(self.X_test), columns=self.X_test.columns, index=self.X_test.index`
`188`	`188`	`)`
	`189`	`+ self.X_test_orig = pd.DataFrame(`
	`190`	`+ scaler.transform(self.X_test_orig), columns=self.X_test_orig.columns, index=self.X_test_orig.index`
	`191`	`+ )`
`189`	`192`
`190`	`193`	`# --- PERFORMANCE FIX for testing ---`
`191`	`194`	`# Use a much faster CV strategy when in test_mode.`