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ResearchFormerly WizWand

Classification on AIDS

89.67AccuracyXGBoost
86.310887.182988.05588.9271Jul 24, 2024
Updated 7mo ago

Evaluation results

MethodLinks
XGBoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0789.67
BaggingAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0789.62
XGBoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0789.62
Random ForestAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0789.29
Gradient BoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0789.2
AdaBoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0789.1
AdaBoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0788.92
Gradient BoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0788.83
Neural NetworkAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0788.82
BaggingAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0788.82
Decision TreeAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0788.78
Random ForestAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0788.73
SVMAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0788.59
SVMAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0788.45
Neural NetworkAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0787.89
Decision TreeAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0787.7
Logistic RegressionAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.0786.54
Logistic RegressionAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.0786.44