notesum.ai

Published at December 10

cs.LG

Released Date: December 10, 2024

Authors: Lev V. Utkin¹, Semen P. Khomets, Vlada A. Efremenko, Andrei V. Konstantinov

Aff.: ¹Higher School of Artificial Intelligence Technologies Peter the Great St.Petersburg Polytechnic University, St.Petersburg, Russia

	Beran	SurvBETA	SurvBETA	RSF	GBM	GBM
Datasets	estimator	without opt.	with opt.		Cox	AFT
Veterans	$0.6346$	$0.7051$	$\mathbf{0.7254}$	$0.7001$	$0.6821$	$0.7004$
AIDS	$0.6466$	$0.7340$	$\mathbf{0.7460}$	$0.7339$	$0.7198$	$0.5800$
Breast Cancer	$0.6595$	$0.7045$	$\mathbf{0.7184}$	$0.6806$	$0.7021$	$0.6979$
GBSG2	$0.6552$	$0.6764$	$0.6826$	$\mathbf{0.6885}$	$0.6823$	$0.6777$
Whas500	$0.7181$	$0.7580$	$\mathbf{0.7644}$	$0.7610$	$0.7528$	$0.7492$
PBC	$0.7619$	$0.7781$	$0.7879$	$0.8099$	$\mathbf{0.8153}$	$0.7969$
WPBC	$0.6495$	$0.7191$	$\mathbf{0.7499}$	$0.6387$	$0.6159$	$0.6078$
HTD	$0.7421$	$0.8099$	$\mathbf{0.8279}$	$0.7809$	$0.7749$	$0.7932$
CML	$0.7009$	$0.7062$	$0.7100$	$0.7129$	$\mathbf{0.7136}$	$0.7114$
METABRIC	$0.5879$	$0.6017$	$0.6244$	$\mathbf{0.6334}$	$0.6301$	$0.6321$
Lung	$0.6256$	$0.6611$	$\mathbf{0.6741}$	$0.6115$	$0.5799$	$0.5588$
Rossi	$0.5245$	$0.6023$	$\mathbf{0.6177}$	$0.5182$	$0.5117$	$0.5380$