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ResearchFormerly WizWand

Tool condition classification on Tool condition dataset (10-fold cross-validation)

95.2AccuracyEHO-SVM
90.4492.8295.297.58Dec 15, 2021
Updated 7mo ago

Evaluation results

MethodLinks
EHO-SVMN=30, T=50, Algorithm specific parameters=clans = 6, alpha = 0.5, beta = 0.5, C=2.60187031, gamma=0.195145242021.1295.2
EHO-SVMN=42, T=50, Algorithm specific parameters=clans = 6, alpha = 0.5, beta = 0.5, C=2.44192814, gamma=0.222507642021.1295.2
EHO-SVMN=42, T=50, Algorithm specific parameters=clans = 6, alpha = 0.9, beta = 0.5, C=2.12302576, gamma=0.24682752021.1295.2
EHO-SVMN=50, T=50, Algorithm specific parameters=clans = 5, alpha = 0.99, beta = 0.5, C=3.43610505, gamma=0.154360042021.1295.2
EHO-SVMN=50, T=50, Algorithm specific parameters=clans = 5, alpha = 0.99, beta = 0.15, C=2.21392735, gamma=0.249306542021.1295.2
MBO-SVMN=16, T=50, Algorithm specific parameters=p = 5/12, peri = 1.2, BAR = 7/12, Smax = 10, C=7.15540772, gamma=0.066748452021.1295.2
MBO-SVMN=16, T=50, Algorithm specific parameters=p = 5/12, peri = 1.2, BAR = 7/12, Smax = 50, C=12.15695916, gamma=0.051866172021.1295.2
MBO-SVMN=32, T=50, Algorithm specific parameters=p = 5/12, peri = 1.2, BAR = 7/12, Smax = 50, C=4.96573029, gamma=0.095778162021.1295.2