Research Article
Similarity-Based Summarization of Music Files for Support Vector Machines
Table 2
Pearson’s
on the Emotify dataset. Asterisk denotes SVM use.
| Emotion | NN | FL | RBF-SL | Cos-SL | Poly-SL |
| Amazement | 0.38 | 0.25 | 0.40 | 0.28 | 0.25 | Solemnity | 0.56 | 0.48 | 0.51 | 0.47 | 0.46 | Tenderness | 0.59 | 0.58 | 0.62 | 0.59 | 0.59 | Nostalgia | 0.58 | 0.56 | 0.61 | 0.53 | 0.56 | Calmness | 0.59 | 0.56 | 0.60 | 0.53 | 0.58 | Power | 0.54 | 0.49 | 0.56 | 0.52 | 0.52 | Joyful act | 0.69 | 0.67 | 0.72 | 0.65 | 0.68 | Tension | 0.58 | 0.56 | 0.57 | 0.51 | 0.56 | Sadness | 0.43 | 0.29 | 0.48 | 0.37 | 0.36 |
|
|