Multivariate Classification with Random Forests for Gravitational Wave Searches of Black Hole Binary Coalescence

Paul T. Baker, Sarah Caudill, Kari A. Hodge +3

Searches for gravitational waves produced by coalescing black hole binaries with total masses $\gtrsim 25$M${}_{\odot }$ use matched filtering with templates of short duration. Non-Gau…