Parameters | \({\overline{K}}=5\) | \({\overline{K}}=10\) | \({\overline{K}}=25\) | \({\overline{K}}=50\) |
---|---|---|---|---|
Noisy | 2.02 (\(\pm \,{0.03 }\)) | |||
NMF-HMM, \({\overline{J}}=1\)(T-NMF) | 2.12 (\(\pm \,{0.03}\)) | 2.18 (\(\pm \, 0.03)\) | 2.21 (\(\pm \, 0.02\)) | 2.18 (\(\pm \, 0.02)\) |
NMF-HMM, \({\overline{J}}=5\) | 2.27 (\(\pm \,{0.03}\)) | 2.31 (\(\pm \,0.03 )\) | 2.32 (\(\pm \,0.02\)) | 2.29 (\(\pm \, 0.02)\) |
NMF-HMM, \({\overline{J}}=10\) | 2.31 (\(\pm \,{0.03 }\)) | 2.35 (\(\pm \,0.03 )\) | 2.35 (\(\pm \, 0.03\)) | 2.30 (\(\pm \, 0.02)\) |
NMF-HMM, \({\overline{J}}=20\) | 2.36 (\(\pm \,{0.03 }\)) | 2.39 (\(\pm \,0.02 )\) | 2.36 (\(\pm \, 0.02\)) | 2.32 (\(\pm \, 0.02)\) |
NMF-HMM, \({\overline{J}}=40\) | 2.38 (\(\pm \,{0.02 }\)) | 2.41 (\(\pm \, 0.02)\) | 2.39 (\(\pm \,0.02\)) | 2.33 (\(\pm \, 0.02)\) |