Location type inference on Magnetic field readings (leave-a-place-out)
40.45AccuracyShapelet + RF
Evaluation results
| Method | Links | |
|---|---|---|
| Shapelet + RFClassifiers=RF, Feature Extraction=Shapelet2026.02 | 40.45 | |
| Shapelet + XGBClassifiers=XGB, Feature Extraction=Shapelet2026.02 | 39.2 | |
| RFFeature Set=Combined, Classifier=RF2026.02 | 39.07 | |
| XGBFeature Set=Combined, Classifier=XGB2026.02 | 34.42 | |
| Shapelet + kNNClassifiers=kNN, Feature Extraction=Shapelet2026.02 | 26.9 | |
| XGBFeature Extraction Method=Statistical Descriptors, Classifier=XGBoost2026.02 | 21 | |
| RFFeature Extraction Method=Statistical Descriptors, Classifier=Random Forest2026.02 | 20.4 | |
| kNNFeature Set=Combined, Classifier=kNN2026.02 | 18.6 | |
| kNNFeature Extraction Method=Statistical Descriptors, Classifier=kNN2026.02 | 11.7 | |
| MarcoPolo (Automated Features)CNN Layers=32026.02 | 9.07 | |
| MarcoPolo (Automated Features)CNN Layers=42026.02 | 9.02 | |
| MarcoPolo (Automated Features)CNN Layers=22026.02 | 9.01 |