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In regression datasets, show performance by quartile
Wireframe:
Experiment: dataset-foo/experiment-bar
Type: regression
Predictions: 4000 (full dataset coverage)
Results:
- RMSE: 4.1
- Mean abs error: 4.0
- Median abs error: 3.9
- 10-percentile err: 1.1
- 90-percentile err: 6.6
Quartile 1: 0.0 - 10.7
- RMSE: 5.2
- Mean abs error: 4.9
- Median abs error: 4.9
- 10-percentile err: 1.2
- 90-percentile err: 7.8
Quartile 2: 10.7 - 15.2
- RMSE: 5.2
- Mean abs error: 4.9
- Median abs error: 4.9
- 10-percentile err: 1.2
- 90-percentile err: 7.8
Quartile 3: 15.2 - 20.6
- RMSE: 5.2
- Mean abs error: 4.9
- Median abs error: 4.9
- 10-percentile err: 1.2
- 90-percentile err: 7.8
Quartile 4: 20.6 - 33.4
- RMSE: 5.2
- Mean abs error: 4.9
- Median abs error: 4.9
- 10-percentile err: 1.2
- 90-percentile err: 7.8