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c8a0b18abf32fe174c5f882dcf1bd2ad2cfcf502
IdealRMT-DecisionTrees/run/run.txt
Jai Parera c8a0b18abf Run data and code
2025-06-13 16:11:56 -07:00

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Running depth=1 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.6249802762830571
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.6249802762830571
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d1_b0.json
Running depth=1 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.6249802762830571
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.6249802762830571
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d1_b1.json
Running depth=1 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.6249802762830571
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.6249802762830571
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d1_b3.json
Running depth=2 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.6329657127591488
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.6329657127591488
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d2_b0.json
Running depth=2 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.6329657127591488
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.632965582569598
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d2_b1.json
Running depth=2 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.6329657127591488
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.632991490290203
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d2_b3.json
Running depth=3 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.6770542739406867
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.6770542739406867
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d3_b0.json
Running depth=3 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.6770542739406867
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.6770412549856089
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d3_b1.json
Running depth=3 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.6770542739406867
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.6785083610333301
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d3_b3.json
Running depth=4 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.7785798611346175
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.7785798611346175
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d4_b0.json
Running depth=4 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.7785798611346175
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.7762147075656273
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d4_b1.json
Running depth=4 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.7785798611346175
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7764365505601536
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d4_b3.json
Running depth=5 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.8410252791654538
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.8410252791654538
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d5_b0.json
Running depth=5 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.8410252791654538
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.834092425207405
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d5_b1.json
Running depth=5 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.8410252791654538
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.772544924508287
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d5_b3.json
Running depth=6 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.8646269522574087
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.8646269522574087
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d6_b0.json
Running depth=6 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.8646269522574087
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.8576925360247506
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d6_b1.json
Running depth=6 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.8646269522574087
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.794651761178205
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d6_b3.json
Running depth=7 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.8806056365826389
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.8806056365826389
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d7_b0.json
Running depth=7 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.8806056365826389
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.8736095105029118
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d7_b1.json
Running depth=7 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.8806056365826389
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7695685309983924
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d7_b3.json
Running depth=8 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.8930218140403702
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.8930218140403702
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d8_b0.json
Running depth=8 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.8930218140403702
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.8853817704424934
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d8_b1.json
Running depth=8 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.8930218140403702
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7773965683075931
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d8_b3.json
Running depth=9 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.9065990219119429
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.9065990219119429
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d9_b0.json
Running depth=9 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.9065990219119429
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.8971600191014109
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d9_b1.json
Running depth=9 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.9065990219119429
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7901483744272311
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d9_b3.json
Running depth=10 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.9131070673658019
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.9131070673658019
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d10_b0.json
Running depth=10 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.9131070673658019
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.9012124292484887
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d10_b1.json
Running depth=10 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.9131070673658019
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7823837394292594
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d10_b3.json
Running depth=11 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.9167131877328115
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.9167131877328115
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d11_b0.json
Running depth=11 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.9167131877328115
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.9033505322409215
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d11_b1.json
Running depth=11 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.9167131877328115
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7834850128392935
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d11_b3.json
Running depth=12 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.9190772997853955
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.9190772997853955
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d12_b0.json
Running depth=12 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.9190772997853955
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.9050692946902973
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d12_b1.json
Running depth=12 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.9190772997853955
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7733082258445005
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d12_b3.json
Running depth=13 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.9210431620021486
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.9210431620021486
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d13_b0.json
Running depth=13 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.9210431620021486
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.9069113466442602
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d13_b1.json
Running depth=13 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.9210431620021486
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7656775558942799
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d13_b3.json
Running depth=14 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.9232170671210456
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.9232170671210456
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d14_b0.json
Running depth=14 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.9232169369314948
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.9071005120615411
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d14_b1.json
Running depth=14 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.9232170671210456
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.7649352150757417
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d14_b3.json
Running depth=15 bits=0
dataset size: 7681108
train accuracy (before nudging): 0.9249752770043072
nudging enabled, removed bottom 0 bit(s) per threshold
train accuracy (after nudging): 0.9249752770043072
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d15_b0.json
Running depth=15 bits=1
dataset size: 7681108
train accuracy (before nudging): 0.9249752770043072
nudging enabled, removed bottom 1 bit(s) per threshold
train accuracy (after nudging): 0.908089692268355
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d15_b1.json
Running depth=15 bits=3
dataset size: 7681108
train accuracy (before nudging): 0.9249752770043072
nudging enabled, removed bottom 3 bit(s) per threshold
train accuracy (after nudging): 0.762985496363285
Wrote tree to C:\Users\jaipa\CS\cs216\IdealRMT-DecisionTrees\run\results\tree\tree_d15_b3.json
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