Table 2 Classification results. Method: Regular: linear discriminant analysis, Cross-validated: linear discriminant analysis with leave-one-out method, CA%: Classification Accuracy Rate, Gr: Groups, Ro: Rock, Cl: Classical, Co: Country, Ja: Jazz, Fo: Folk and Po: Pop.
From: Audio Signal Processing Using Time-Frequency Approaches: Coding, Classification, Fingerprinting, and Watermarking
Method | Gr | Ro | Cl | Co | Ja | Fo | Po | CA% |
---|
Regular | Ro |
24
| 0 | 0 | 0 | 0 | 0 |
100
|
 | Cl | 0 |
35
| 0 | 0 | 0 | 0 |
100
|
 | Co | 0 | 0 |
31
| 0 | 0 | 0 |
100
|
 | Ja | 0 |
2
| 0 |
19
| 0 | 0 |
90.5
|
 | Fo |
1
| 0 | 0 |
1
|
32
| 0 |
94.1
|
 | Po | 0 | 0 | 0 | 0 | 0 |
25
|
100
|
Overall |
97.6
|
Cross- | Ro |
23
| 0 |
1
| 0 | 0 | 0 |
95.8
|
Validated | Cl | 0 |
34
| 0 |
1
| 0 | 0 |
97.1
|
 | Co |
1
| 0 |
29
| 0 |
1
| 0 |
93.5
|
 | Ja | 0 |
3
| 0 |
18
| 0 | 0 |
85.7
|
 | Fo |
1
|
1
| 0 |
2
|
30
| 0 |
88.2
|
 | Po |
2
| 0 |
2
| 0 | 0 |
21
|
84
|
Overall |
91.2
|