Mood Prediction on MAPS (test)
67.43AccuracySVM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SVMModalities=Text + Keystrokes + Apps2021.06 | 67.43 | 62.81 | |
| SVMModalities=Text + Apps2021.06 | 66.59 | 62.08 | |
| SVMModalities=Text + Keystrokes2021.06 | 65.87 | 61.19 | |
| SVMModalities=Text2021.06 | 65.83 | 61.15 | |
| NI-MLPModalities=Text + Keystrokes + Apps2021.06 | 64.06 | 60.11 | |
| MLPModalities=Text + Keystrokes + Apps2021.06 | 63.59 | 59.61 | |
| MLPModalities=Text + Apps2021.06 | 62.93 | 58.38 | |
| SVMModalities=Apps2021.06 | 62.65 | 58.65 | |
| NI-MLPModalities=Text + Keystrokes2021.06 | 62.61 | 58.7 | |
| MLPModalities=Text + Keystrokes2021.06 | 61.81 | 57.65 | |
| SVMModalities=Keystrokes2021.06 | 61.03 | 57.68 | |
| MLPModalities=Text2021.06 | 60.61 | 56.27 | |
| NI-MLPModalities=Text + Apps2021.06 | 56.76 | 52.9 | |
| NI-MLPModalities=Text2021.06 | 56.08 | 52.63 | |
| MLPModalities=Keystrokes2021.06 | 55.87 | 51.43 | |
| NI-MLPModalities=Apps2021.06 | 55.68 | 51.32 | |
| MLPModalities=Apps2021.06 | 55.26 | 52.29 | |
| BASELINEModalities=Text + Keystrokes + Apps2021.06 | 40.18 | 19.07 | |
| BASELINEModalities=Text + Keystrokes2021.06 | 40.18 | 19.07 | |
| BASELINEModalities=Text + Apps2021.06 | 40.18 | 19.07 | |
| BASELINEModalities=Text2021.06 | 40.18 | 19.07 | |
| BASELINEModalities=Keystrokes2021.06 | 40.18 | 19.07 | |
| BASELINEModalities=Apps2021.06 | 40.18 | 19.07 | |
| NI-MLPModalities=Keystrokes2021.06 | 39.18 | 34.73 |