Android RatingBar showing more than 5 stars

setting the width of the RatingBar to "wrap content" solves the whole issue. According to the documentation:

Sets the number of stars to show. In order for these to be shown properly, it is recommended the layout width of this widget be wrap content.

set the android:numStars="5" and android:layout_width="wrap_content"