The method seems to work quite well since no important degradation is observed in performance for values of p greater or equal to 5% (this may indicate that there are many irrelevant or highly dependant attributes in the WSD domain).
this modification significantly increases the efficiency of the learning process (empirically, up to 7 times faster) with no loss in accuracy.