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Feature Comparison
Wittawat Jitkrittum edited this page Aug 18, 2014
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2 revisions
The followings are performed on Dog_2 data.
Reporting seizure_mean_auc
+-----------------------------------+-----------------+
| | ForestPredictor |
+-----------------------------------+-----------------+
| ARFeatures | 0.989 |
| LagsAR(4) | 0.989 |
| Stack(ARFeatures, LagsAR(4)) | 0.993 |
| Stack(ARFeatures, LagsAR(4), PLV) | 0.994 |
+-----------------------------------+-----------------+
Reporting early_mean_auc
+-----------------------------------+-----------------+
| | ForestPredictor |
+-----------------------------------+-----------------+
| ARFeatures | 0.947 |
| LagsAR(4) | 0.953 |
| Stack(ARFeatures, LagsAR(4)) | 0.944 |
| Stack(ARFeatures, LagsAR(4), PLV) | 0.973 |
+-----------------------------------+-----------------+