Clustering on Yale Database (Accuracy, NMI)
100AccuracyDeep nsNMF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deep nsNMFK=22018.03 | 100 | 100 | |
| GNMFK=22018.03 | 91.82 | 66.87 | |
| nsNMFK=22018.03 | 91.36 | 67.93 | |
| Deep Semi-NMFK=22018.03 | 90.45 | 64.73 | |
| Deep nsNMFK=32018.03 | 87.88 | 66.46 | |
| nsNMFK=32018.03 | 76.97 | 45.75 | |
| NMFK=22018.03 | 76.36 | 31.09 | |
| Deep nsNMFK=52018.03 | 76 | 60.61 | |
| Deep nsNMFK=42018.03 | 72.27 | 54.75 | |
| Deep nsNMFK=Avg.2018.03 | 70.61 | 61.44 | |
| GNMFK=32018.03 | 68.79 | 39.59 | |
| Deep Semi-NMFK=42018.03 | 68.18 | 54.13 | |
| Deep nsNMFK=62018.03 | 68.03 | 55.59 | |
| Deep Semi-NMFK=32018.03 | 66.06 | 35.59 | |
| Deep Semi-NMFK=62018.03 | 65.45 | 53.81 | |
| Deep Semi-NMFK=Avg.2018.03 | 63.25 | 51.19 | |
| NMFK=42018.03 | 61.82 | 50.32 | |
| nsNMFK=Avg.2018.03 | 60.79 | 48.38 | |
| Deep Semi-NMFK=52018.03 | 60.73 | 47.14 | |
| nsNMFK=52018.03 | 59.64 | 47.06 | |
| Deep nsNMFK=92018.03 | 59.6 | 56.73 | |
| NMFK=32018.03 | 59.39 | 29.21 | |
| nsNMFK=42018.03 | 58.86 | 44.24 | |
| NMFK=62018.03 | 58.48 | 47.64 | |
| Deep nsNMFK=82018.03 | 58.07 | 53.23 | |
| Deep Semi-NMFK=82018.03 | 57.27 | 53.34 | |
| NMFK=Avg.2018.03 | 57.19 | 43.62 | |
| Deep nsNMFK=72018.03 | 57.01 | 52.6 | |
| NMFK=52018.03 | 56.91 | 45.76 | |
| Deep nsNMFK=102018.03 | 56.64 | 52.99 | |
| Deep Semi-NMFK=92018.03 | 56.36 | 51.66 | |
| nsNMFK=62018.03 | 55.61 | 44.46 | |
| nsNMFK=92018.03 | 55.56 | 48.66 | |
| NMFK=92018.03 | 55.15 | 49.76 | |
| Deep Semi-NMFK=72018.03 | 53.12 | 49.75 | |
| Deep Semi-NMFK=102018.03 | 51.64 | 50.58 | |
| nsNMFK=82018.03 | 51.36 | 46.88 | |
| GNMFK=52018.03 | 51.09 | 40.76 | |
| NMFK=72018.03 | 50.65 | 45.83 | |
| nsNMFK=72018.03 | 50.65 | 45.19 | |
| GNMFK=Avg.2018.03 | 49.33 | 41.4 | |
| NMFK=82018.03 | 49.2 | 46.66 | |
| GNMFK=42018.03 | 47.73 | 51.29 | |
| nsNMFK=102018.03 | 47.09 | 45.27 | |
| NMFK=102018.03 | 46.73 | 46.29 | |
| GNMFK=62018.03 | 42.12 | 31.67 | |
| GNMFK=92018.03 | 38.59 | 36.58 | |
| GNMFK=72018.03 | 36.36 | 37.13 | |
| GNMFK=102018.03 | 35.09 | 38.92 | |
| GNMFK=82018.03 | 32.39 | 29.81 |