Research Article
Modeling of Child Stress-State Identification Based on Biometric Information in Mobile Environment
Table 5
Classifier performance according to dataset.
| ā | Sensitivity | Specificity | Accuracy | Balanced accuracy | Dataset A | Dataset B | Dataset A | Dataset B | Dataset A | Dataset B | Dataset A | Dataset B |
| NB | 78.82 | 73.24 | 58.32 | 60.03 | 60.51 | 65.88 | 65.87 | 68.12 | DT | 64.38 | 70.84 | 95.54 | 93.18 | 73.83 | 87.32 | 48.93 | 81.88 | SVM | 63.53 | 81.56 | 74.36 | 93.92 | 59.73 | 88.53 | 42.13 | 83.95 | Average | 68.91 | 75.21 | 76.07 | 82.38 | 64.69 | 80.58 | 52.31 | 77.98 |
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