Table 3.
This table shows the average results obtained over the different test subsets (considering all the prototypes, or only for those with a given density), as area under the ROC curve (AUC) for a confidence interval (CI) of 95%.
| Mass-Normal tissue. Depending on density 30-fold cross validation test | ||||
|---|---|---|---|---|
| SVM | NN | Description | ||
| AUC | CI (95%) | AUC | CI (95%) | |
| 0.944 | [0.939, 0.949] | 0.943 | [0.938, 0.948] | Overall |
| 0.964 | [0.947, 0.980] | 0.965 | [0.948, 0.983] | cases with density 1 |
| 0.959 | [0.951, 0.967] | 0.961 | [0.954, 0.969] | cases with density 2 |
| 0.927 | [0.915, 0.939] | 0.916 | [0.902, 0.929] | cases with density 3 |
| 0.897 | [0.872, 0.922] | 0.892 | [0.871, 0.914] | cases with density 4 |