Benchmark finds some deep learning models match gradient-boosted trees on LIGO glitch classification with fewer parameters and partially consistent feature importance across architectures.
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Evaluating Deep Learning Models for Multiclass Classification of LIGO Gravitational-Wave Glitches
Benchmark finds some deep learning models match gradient-boosted trees on LIGO glitch classification with fewer parameters and partially consistent feature importance across architectures.