add_image_size is not generatin images of correct dimensions

The code bellow should work properly. Also read this post WordPress Featured Images – add_image_size() resizing and cropping demo.

Add this code in the file functions.php:
add_image_size( 'Home Page Featured'', 200, 225, true );

And call it like this in home page the_post_thumbnail('Home Page Featured');