def newEnt(self,bags:Distribution):
res=0
for i in range(bags.numBags()):
for j in range(bags.numClasses()):
res=res+self.lnFunc(bags.perClassPerBag(i,j))
res=res-self.lnFunc(bags.perBag(i))
return -(res/math.log(2))
def oldEnt(self,bags:Distribution):
res=0
for j in range(bags.numClasses()):
res=res+self.lnFunc(bags.perClass(j))
return (self.lnFunc(bags.total())-res)/math.log(2)