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Binary classification on Synthesized persistence diagrams 100 (test)

86AccuracyPWGK
44.19255.04665.976.754Jun 12, 2017
Updated 8mo ago

Evaluation results

MethodLinks
PWGKkernel=kG, weight=warc, p=10, SVM kernel=Gaussian2017.06864.98
PWGKkernel=kG, weight=warc, p=1, SVM kernel=Gaussian2017.0685.85.19
PWGK with Persistence imageMesh size (M)=100, weight=warc, p=5, SVM kernel=Gaussian2017.0685.84.15
PWGKkernel=kG, weight=warc, p=5, SVM kernel=Gaussian2017.0685.65.01
PWGKkernel=kG, weight=warc, p=10, SVM kernel=Linear2017.06762.39
PWGKkernel=kG, weight=warc, p=5, SVM kernel=Linear2017.0675.82.47
PWGKkernel=kG, weight=warc, p=1, SVM kernel=Linear2017.0675.72.31
PWGK with Persistence imageMesh size (M)=100, weight=warc, p=5, SVM kernel=Linear2017.06752.2
PWGKkernel=kL, weight=wpers, SVM kernel=Gaussian2017.0655.78.68
PWGKkernel=kG, weight=wone, SVM kernel=Gaussian2017.0655.18.42
Persistence imageMesh size (M)=100, weight=wpers, SVM kernel=Linear2017.0654.58.76
PWGKkernel=kG, weight=wone, SVM kernel=Linear2017.0653.84.76
PSSKSVM kernel=Gaussian2017.0653.66.69
PWGKkernel=kL, weight=wone, SVM kernel=Gaussian2017.06534.89
PWGKkernel=kG, weight=wpers, SVM kernel=Gaussian2017.0652.36.6
Persistence imageMesh size (M)=50, weight=wpers, SVM kernel=Gaussian2017.0652.37.21
Persistence imageMesh size (M)=100, weight=wpers, SVM kernel=Gaussian2017.0652.16.7
PWGK with Persistence imageMesh size (M)=20, weight=warc, p=5, SVM kernel=Gaussian2017.06525.65
PWGKkernel=kL, weight=warc, p=5, SVM kernel=Gaussian2017.0651.83.52
PWGK with Persistence imageMesh size (M)=50, weight=warc, p=5, SVM kernel=Gaussian2017.0651.87.23
Persistence imageMesh size (M)=20, weight=wpers, SVM kernel=Gaussian2017.0651.76.86
Persistence imageMesh size (M)=20, weight=wpers, SVM kernel=Linear2017.0651.14.38
PWGKkernel=kL, weight=wpers, SVM kernel=Linear2017.06516.84
Persistence landscapeSVM kernel=Linear2017.0650.65.92
PWGKkernel=kL, weight=wone, SVM kernel=Linear2017.0650.56.9
PSSKSVM kernel=Linear2017.0650.55.6
PWGKkernel=kG, weight=wpers, SVM kernel=Linear2017.0649.32.72
PWGKkernel=kL, weight=warc, p=5, SVM kernel=Linear2017.0649.36.92
PWGK with Persistence imageMesh size (M)=50, weight=warc, p=5, SVM kernel=Linear2017.0649.25.77
Persistence imageMesh size (M)=50, weight=wpers, SVM kernel=Linear2017.06496.14
PWGK with Persistence imageMesh size (M)=20, weight=warc, p=5, SVM kernel=Linear2017.0648.83.75
Persistence landscapeSVM kernel=Gaussian2017.0645.84.25