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ResearchFormerly WizWand

Classification on connect-4

100AccuracyJSON-Bag
-3.3468823.4835650.31477.14444Sep 30, 2021May 21, 2022Jan 10, 2023Aug 31, 2023Apr 21, 2024Dec 10, 2024Aug 1, 2025
Updated 5mo ago

Evaluation results

MethodLinks
JSON-BagClassifier=Random Forest2025.08100
JSON-CharClassifier=Random Forest2025.08100
Hand-craftedClassifier=Random Forest2025.0899.7
RRLvalidation_strategy=5-fold cross validation2021.090.8696
XGBoostvalidation_strategy=5-fold cross validation2021.090.8647
LightGBMvalidation_strategy=5-fold cross validation2021.090.8553
PLNN(MLP)validation_strategy=5-fold cross validation2021.090.8539
SVMvalidation_strategy=5-fold cross validation2021.090.8365
RFvalidation_strategy=5-fold cross validation2021.090.831
CRSvalidation_strategy=5-fold cross validation2021.090.7905
CARTvalidation_strategy=5-fold cross validation2021.090.7638
C4.5validation_strategy=5-fold cross validation2021.090.7632
LRvalidation_strategy=5-fold cross validation2021.090.7574
CORELSvalidation_strategy=5-fold cross validation2021.090.6405
SBRLvalidation_strategy=5-fold cross validation2021.090.628