Remove components from a feature using Drush
Remove the component by deleting the corresponding line in your feature's .info file. Then run:

$ drush fu &lt;feature_name&gt;

In your case:


Open the file /sites/all/&lt;features_folder&gt;/myfeature/myfeature.info.
Delete the following line.

features[views_view][] = myview2
Save the file.
Run $ drush fu myfeature in your site's folder.