Activity Class | Binary Decision Tree | |||
---|---|---|---|---|
Observed | ||||
Prediction | SED | SUM | CW | BW |
1. SED | 1294 [0.95] | 70 [0.05] | 0 [0.00] | 0 [0.00] |
2. SUM | 149 [0.11] | 1138 [0.83] | 72 [0.05] | 5 [0.00] |
3. CW | 7 [0.01] | 57 [0.07] | 534 [0.69] | 179 [0.23] |
4. BW | 17 [0.01] | 66 [0.04] | 255 [0.16] | 1216 [0.78] |
Random Forest | ||||
1. SED | 1304 [0.96] | 59 [0.04] | 1 [0.00] | 0 [0.00] |
2. SUM | 127 [0.09] | 1193 [0.87] | 26 [0.02] | 18 [0.01] |
3. CW | 7 [0.01] | 65 [0.08] | 471 [0.61] | 234 [0.30] |
4. BW | 16 [0.01] | 51 [0.03] | 168 [0.11] | 1319 [0.85] |
Support Vector Machine | ||||
1. SED | 1310 [0.96] | 51 [0.04] | 1 [0.00] | 2 [0.00] |
2. SUM | 149 [0.11] | 1138 [0.83] | 72 [0.05] | 5 [0.00] |
3. CW | 7 [0.01] | 57 [0.07] | 534 [0.69] | 179 [0.23] |
4. BW | 18 [0.01] | 47 [0.03] | 188 [0.12] | 1301 [0.84] |