Given the decision tree below, determine the GINI Impurity Score and the Entropy associated with
X[0] = 3.1, X[2] = 1.75, X[3] = 2.51.
Problem 2
Given the decision tree below, determine the GINI Impurity Score and the Entropy associated with X[0]=3.1,X[2]=1.75,X[3]=2.51.
X[3]<= 0.8 samples = 150 value = [50, 50, 50]
True
False
samples = 50 value = [50,0,0]
X[3]<=1.75 samples =100 value= [0,50,50]
X[2] <= 4.65 samples = 54 value= [0,49,5]
X[0] <= 6.25 samples = 46 value=[0,1,45]
X[2] <= 4.45 samples = 40 value= [0,39,1]
samples = 14 value=[0,10,4]
samples = 35 value=[0,0,35]
alue=[0,110]
samples = 29 value = [0, 29, 0]
samples = 11 value=[0,10,1]