Merge pull request #333 from HanzTantiangco/patch-4

abhiojha8 · web-flow · commit f4033e325438 · 2021-06-23T14:26:16.000+05:30
fix: Scale the targets for test data
diff --git a/project-bikesharing/Predicting_bike_sharing_data.ipynb b/project-bikesharing/Predicting_bike_sharing_data.ipynb
@@ -134,7 +134,8 @@
     "for each in quant_features:\n",
     "    mean, std = data[each].mean(), data[each].std()\n",
     "    scaled_features[each] = [mean, std]\n",
-    "    data.loc[:, each] = (data[each] - mean)/std"
+    "    data.loc[:, each] = (data[each] - mean)/std\n"
+    "    test_data.loc[:, each] = (test_data[each] - mean)/std"
    ]
   },
   {

Original file line number	Diff line number	Diff line change
`@@ -134,7 +134,8 @@`
`134`	`134`	`"for each in quant_features:\n",`
`135`	`135`	`" mean, std = data[each].mean(), data[each].std()\n",`
`136`	`136`	`" scaled_features[each] = [mean, std]\n",`
`137`		`- " data.loc[:, each] = (data[each] - mean)/std"`
	`137`	`+ " data.loc[:, each] = (data[each] - mean)/std\n"`
	`138`	`+ " test_data.loc[:, each] = (test_data[each] - mean)/std"`
`138`	`139`	`]`
`139`	`140`	`},`
`140`	`141`	`{`