Decision Trees
X[0] <= 0.5
gini = 0.4033
samples = 139572
value = [100477, 39095]
X[1] <= 5.5
gini = 0.4318
samples = 102419
value = [70118, 32301]
True
X[1] <= 5.5
gini = 0.2989
samples = 37153
value = [30359, 6794]
False
X[1] <= 4.5
gini = 0.4399
samples = 96665
value = [65083, 31582]
gini = 0.2187
samples = 5754
value = [5035, 719]
X[1] <= 3.5
gini = 0.4483
samples = 78400
value = [51805, 26595]
gini = 0.397
samples = 18265
value = [13278, 4987]
X[1] <= 2.5
gini = 0.4324
samples = 51662
value = [35328, 16334]
gini = 0.473
samples = 26738
value = [16477, 10261]
X[1] <= 0.5
gini = 0.4406
samples = 48927
value = [32894, 16033]
gini = 0.1959
samples = 2735
value = [2434, 301]
gini = 0.4658
samples = 65
value = [41, 24]
gini = 0.4406
samples = 48862
value = [32853, 16009]
X[1] <= 3.5
gini = 0.3067
samples = 34817
value = [28234, 6583]
gini = 0.1643
samples = 2336
value = [2125, 211]
X[1] <= 2.5
gini = 0.2796
samples = 15786
value = [13133, 2653]
X[1] <= 4.5
gini = 0.3277
samples = 19031
value = [15101, 3930]
X[1] <= 0.5
gini = 0.2921
samples = 13985
value = [11501, 2484]
gini = 0.1701
samples = 1801
value = [1632, 169]
gini = 0.426
samples = 26
value = [18, 8]
gini = 0.2918
samples = 13959
value = [11483, 2476]
gini = 0.3747
samples = 9522
value = [7144, 2378]
gini = 0.2732
samples = 9509
value = [7957, 1552]