PS D:\Dropbox (Personal)\CompSci\IS\A2b 15%\python\v5 accuracy computation finished> python question2.py train.txt I 10
test.txt output.txt
currDepth = 0
maxinfogain = 0.2037756630735984
branch node = 22
going left
currDepth = 1
maxinfogain = 0.30592705292616107
branch node = 9
going left
currDepth = 2
maxinfogain = 0.3621781002440545
branch node = 34
going left
currDepth = 3
maxinfogain = 0.47610272091791417
branch node = 5
going left
currDepth = 4
maxinfogain = 0.3262361451377478
branch node = 36
going left
currDepth = 5
maxinfogain = 0.6189075943364787
branch node = 16
going left
currDepth = 6
maxinfogain = 0.8119458497039282
branch node = 24
going left
currDepth = 7
maxinfogain = 0.9528344696962279
branch node = 11
going left
currDepth = 8
leaf node (same class) = 1
going right
currDepth = 8
maxinfogain = 0.687370883701019
branch node = 37
going left
currDepth = 9
leaf node (same class) = 1
going right
currDepth = 9
maxinfogain = 0.6939013886485035
branch node = 27
going left
currDepth = 10
maxinfogain = 1.0
branch node = 12
going left
currDepth = 11
leaf node (same class) = 1
going right
currDepth = 11
leaf node (same class) = 0
going right
currDepth = 10
leaf node (same class) = 1
going right
currDepth = 7
maxinfogain = 1.0
branch node = 18
going left
currDepth = 8
leaf node (same class) = 0
going right
currDepth = 8
leaf node (same class) = 1
going right
currDepth = 6
maxinfogain = 0.7941215903190539
branch node = 0
going left
currDepth = 7
leaf node (same class) = 0
going right
currDepth = 7
maxinfogain = 0.7777777777777778
branch node = 24
going left
currDepth = 8
leaf node (same class) = 1
going right
currDepth = 8
maxinfogain = 1.0
branch node = 18
going left
currDepth = 9
leaf node (same class) = 0
going right
currDepth = 9
leaf node (same class) = 1
going right
currDepth = 5
maxinfogain = 0.3165627626131955
branch node = 10
going left
currDepth = 6
maxinfogain = 0.9346693668089642
branch node = 1
going left
currDepth = 7
leaf node (same class) = 0
going right
currDepth = 7
maxinfogain = 0.8181818181818181
branch node = 35
going left
currDepth = 8
maxinfogain = 1.0
branch node = 17
going left
currDepth = 9
leaf node (same class) = 1
going right
currDepth = 9
leaf node (same class) = 0
going right
currDepth = 8
leaf node (same class) = 0
going right
currDepth = 6
maxinfogain = 0.31756836407440825
branch node = 15
going left
currDepth = 7
maxinfogain = 0.6584610733973878
branch node = 0
going left
currDepth = 8
maxinfogain = 0.8775066043493868
branch node = 11
going left
currDepth = 9
leaf node (same class) = 0
going right
currDepth = 9
maxinfogain = 0.6556390622295665
branch node = 19
going left
currDepth = 10
leaf node (same class) = 0
going right
currDepth = 10
maxinfogain = 0.5408520829727552
branch node = 21
going left
currDepth = 11
leaf node (max depth)  = 1
going right
currDepth = 11
leaf node (same class) = 0
going right
currDepth = 8
maxinfogain = 1.0
branch node = 13
going left
currDepth = 9
leaf node (same class) = 1
going right
currDepth = 9
leaf node (same class) = 0
going right
currDepth = 7
leaf node (same class) = 1
going right
currDepth = 4
leaf node (same class) = 1
going right
currDepth = 3
maxinfogain = 0.6678558081443954
branch node = 19
going left
currDepth = 4
maxinfogain = 0.9181066739557728
branch node = 35
going left
currDepth = 5
leaf node (same class) = 0
going right
currDepth = 5
maxinfogain = 0.7073259336775497
branch node = 6
going left
currDepth = 6
maxinfogain = 0.5044619700808889
branch node = 3
going left
currDepth = 7
maxinfogain = 0.38780277729700696
branch node = 2
going left
currDepth = 8
maxinfogain = 1.0
branch node = 17
going left
currDepth = 9
leaf node (same class) = 1
going right
currDepth = 9
leaf node (same class) = 0
going right
currDepth = 8
leaf node (same class) = 0
going right
currDepth = 7
leaf node (same class) = 0
going right
currDepth = 6
leaf node (same class) = 0
going right
currDepth = 4
maxinfogain = 0.4424383406689114
branch node = 6
going left
currDepth = 5
maxinfogain = 0.28767123287671237
branch node = 28
going left
currDepth = 6
maxinfogain = 0.2814861112496223
branch node = 17
going left
currDepth = 7
maxinfogain = 0.23283533921546917
branch node = 31
going left
currDepth = 8
maxinfogain = 0.31660864409007383
branch node = 3
going left
currDepth = 9
maxinfogain = 0.484991357679177
branch node = 21
going left
currDepth = 10
maxinfogain = 0.6535164951351828
branch node = 2
going left
currDepth = 11
leaf node (max depth)  = 1
going right
currDepth = 11
leaf node (same class) = 0
going right
currDepth = 10
leaf node (same class) = 0
going right
currDepth = 9
leaf node (same class) = 0
going right
currDepth = 8
leaf node (same class) = 0
going right
currDepth = 7
leaf node (same class) = 0
going right
currDepth = 6
leaf node (same class) = 0
going right
currDepth = 5
leaf node (same class) = 0
going right
currDepth = 2
leaf node (same class) = 0
going right
currDepth = 1
leaf node (same class) = 1
Decision Tree built!
0.9926402943882244