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Table 1.
Statistics obtained for SPCC challenge by PELICAN, with BDTs results in parenthesis.
| SPCC | Redshift | Training database | Accuracy | AUC |
|---|---|---|---|---|
| Non-representative training database (SALT2+BDTs) | No | 1103 spec | 0.856 (0.705) | 0.934 (0.818) |
| Yes | 1103 spec | 0.863 (0.713) | 0.939 (0.855) | |
| Representative training database (SALT2+BDTs) | No | 1103 mix of spec and phot | 0.911 (0.843) | 0.970 (0.905) |
| Yes | 1103 mix of spec and phot | 0.917 (0.878) | 0.971 (0.948) | |
Notes. The first part reports results for a non-representative training database and the second part for a representative training database. We consider both cases by adding or not the redshift values to the training.
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