Trustworthiness evaluation on Books
96.7Avg F1LIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMEClassifier=SVM2016.02 | 96.7 | |
| LIMEClassifier=LR2016.02 | 96.6 | |
| LIMEClassifier=RF2016.02 | 96.2 | |
| LIMEClassifier=NN2016.02 | 94.5 | |
| ParzenClassifier=RF2016.02 | 94.3 | |
| ParzenClassifier=SVM2016.02 | 92.3 | |
| ParzenClassifier=NN2016.02 | 87.6 | |
| ParzenClassifier=LR2016.02 | 84 | |
| GreedyClassifier=LR2016.02 | 53.7 | |
| GreedyClassifier=SVM2016.02 | 53.3 | |
| GreedyClassifier=NN2016.02 | 47.4 | |
| GreedyClassifier=RF2016.02 | 45 | |
| RandomClassifier=NN2016.02 | 14.8 | |
| RandomClassifier=RF2016.02 | 14.7 | |
| RandomClassifier=SVM2016.02 | 14.7 | |
| RandomClassifier=LR2016.02 | 14.6 |