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ResearchFormerly WizWand

Classification on Connect-4 (test)

83.01AccuracyANT-Soft
73.670876.095478.5280.9446Oct 1, 2021Jul 8, 2022Apr 14, 2023Jan 19, 2024Oct 25, 2024Aug 1, 2025May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ANT-SoftNumber of Seeds=102026.0583.01
TnT-bagging#E=100, #S=143k2021.1082.84
Random Forest#E=100, #S=718k2021.1082.33
DTSemNetNf=126, Nc=3, Ns=43236, Height=82026.0582.03
DTSemNetTraining Time=352s, Number of Seeds=102026.0582.03
TnT-bagging#E=20, #S=18.3k2021.1081.93
TnT-bagging#E=10, #S=9.2k2021.1081.44
TAONf=126, Nc=3, Ns=43236, Height=82026.0581.21
AdaBoost#E=20, #S=1.8k2021.1081.14
ANT-HardTraining Time=613s, Number of Seeds=102026.0580.94
TnT-bagging#E=5, #S=4.6k2021.1080.61
TnT-AdaBoost#E=20, #S=1.8k2021.1080.53
Random Forest#E=20, #S=18.3k2021.1080.39
Random Forest#E=10, #S=9.2k2021.1079.85
DGTNf=126, Nc=3, Ns=43236, Height=82026.0579.52
Random Forest#E=5, #S=4.6k2021.1079.21
TnT-AdaBoost#E=10, #S=9402021.1078.94
AdaBoost#E=10, #S=9402021.1078.37
TnT-AdaBoost#E=5, #S=4502021.1077.39
AdaBoost#E=5, #S=4502021.1076.74
CARTNf=126, Nc=3, Ns=43236, Height=no predefined height2026.0574.03