Sacrificing information for the greater good: how to select photometric bands for optimal accuracyastro-ph.IM
Study optimizes photometric data selection for accurate object properties estimation.
problem Estimating physical properties of objects from photometric data alone.
method Feature selection algorithm using k nearest neighbors regression.
result Significant improvement in accuracy of estimations compared to standard methods.