In some cases, there is an increase in precision accuracy when only
five features are considered. For example, consider the case of
Random Forest precision accuracy for bus or bike transportation
mode. For another example, the precision accuracy for DT when
we consider the top five classification features is greater for cars
and bikes, than if we consider all initial eight classification
features.