On the other hand, the reliability is very good, only one false source in the entire set. Based on these results, building a training set from high glat fields should result in an ODT that is well matched to Coma and other fields outside of the galactic plane. Again, we conclude that ODTs look very promising toward building a reliable and complete catalog from the extended source database. See Application of Oblique Decision Trees for additional information regarding ODTs and their application to 2MASS data. However, we can get some idea of what the completeness probably is by looking at the scores.
Any further refinement is sure to adversely affect the completeness.