Parameters | \({\overline{K}}=5\) | \({\overline{K}}=10\) | \({\overline{K}}=25\) | \({\overline{K}}=50\) |
---|---|---|---|---|
Noisy | 69.14 (\(\pm \,{0.51 }\)) | |||
NMF-HMM, \({\overline{J}}=1\)(T-NMF) | 65.00 (\(\pm \,{0.43}\)) | 69.29 (\(\pm \, 0.44)\) | 72.71 (\(\pm \, 0.48\)) | 73.32 (\(\pm \, 0.49)\) |
NMF-HMM, \({\overline{J}}=5\) | 68.66 (\(\pm \,{0.42 }\)) | 71.93 (\(\pm \, 0.45)\) | 73.94 (\(\pm \, 0.47\)) | 74.02 (\(\pm \, 0.49)\) |
NMF-HMM, \({\overline{J}}=10\) | 69.71 (\(\pm \,{ 0.42}\)) | 72.74 (\(\pm \, 0.45)\) | 74.39 (\(\pm \, 0.47\)) | 74.37 (\(\pm \, 0.50)\) |
NMF-HMM, \({\overline{J}}=20\) | 71.14 (\(\pm \,{0.43 }\)) | 73.51 (\(\pm \, 0.45)\) | 74.76 (\(\pm \, 0.48\)) | 74.87 (\(\pm \, 0.50)\) |
NMF-HMM, \({\overline{J}}=40\) | 71.81 (\(\pm \,{0.44 }\)) | 73.66 (\(\pm \, 0.45)\) | 75.00 (\(\pm \, 0.48\)) | 74.73 (\(\pm \, 0.51)\) |