Table 2 Classification results of the LDA-based classifiers included in the different versions of the INTERPRET DSS.
Version | Classifier | TE | Accuracy with training set | Classifier tested with a test set | Number of cases in the test set | Accuracy with test set |
|---|---|---|---|---|---|---|
1.1 | MCTT | Short | 94.00% | yes | 87 | 85.05% |
2.0 | MCTT | Short | 88.94% | no | - | - |
2.0 | MCTT | Long | 82.56% | no | - | - |
3.0 | MCTT | Short | 89.00% | yes | 63 | 82.54% |
3.0 | MCTT | Long | 84.20% | yes | 63 | 69.84% |
3.0 | MCTT | Short+Long | 89.20% | yes | 63 | 82.54% |
3.0 | T vs.PS | Short | 85.50% | yes | 19 | 78.95% |
3.0 | T vs.PS | Long | 81.10% | yes | 19 | 84.21% |
3.0 | T vs.PS | Short+Long | 92.10% | yes | 19 | 78.95% |