| ID | Date | User | Dataset | Algorithm | Features | Confusion Matrix
|
Measures | Platform | Description | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | Oct. 2, 2015 | admin |
cstar_june01
|
Random Forest | deltax, deltay, ratio, peak2centroid, x2, y2, xy, cxx, cyy, cxy, a, b, theta, mag_aper, magerr_aper, flux_aper, fluxerr_aper, threshold, flux_max, fwhm_image, neg_pix, neg_pix_fraction, close_to_mask |
|
Recall: 0.49 Precision: 0.81 F-measure: 0.61 FPR: 0.19 Miss Rate: 0.04 |
Weka | RB_feat03 | |||||||||
| 4 | Aug. 14, 2015 | admin |
cstar_june01
|
Random Forest | deltax, deltay, ratio, peak2centroid, x2, y2, xy, cxx, cyy, cxy, a, b, theta, mag_aper, magerr_aper |
|
Recall: 0.45 Precision: 0.67 F-measure: 0.54 FPR: 0.33 Miss Rate: 0.04 |
Weka | RB02 features on cstar_june01 | |||||||||
| 2 | Aug. 12, 2015 | admin |
cstar_june01
|
Random Forest | deltax, deltay, ratio, peak2centroid, x2, y2, xy, cxx, cyy, cxy, a, b, theta, mag_aper, magerr_aper, flux_aper, fluxerr_aper, threshold, flux_max, fwhm_image, neg_pix, neg_pix_fraction, close_to_mask |
|
Recall: 0.99 Precision: 0.97 F-measure: 0.98 FPR: 0.03 Miss Rate: 0.01 |
Weka | RB_feat03 with SMOTE | |||||||||
| 3 | Aug. 12, 2015 | admin |
cstar_june01
|
Random Forest | deltax, deltay, ratio, peak2centroid, x2, y2, xy, cxx, cyy, cxy, a, b, theta, mag_aper, magerr_aper |
|
Recall: 0.98 Precision: 0.96 F-measure: 0.97 FPR: 0.04 Miss Rate: 0.02 |
Weka | RB_feat02 with SMOTE | |||||||||
| 1 | Aug. 10, 2015 | admin |
cstar_june01
|
Random Forest | deltax, deltay, ratio, peak2centroid, x2, y2, xy, cxx, cyy, cxy, a, b, theta |
|
Recall: 0.36 Precision: 0.70 F-measure: 0.48 FPR: 0.30 Miss Rate: 0.05 |
Weka | RB_feat01 on cstar_june01 |