Index

A

accuracy() (in module rlscore.measure)

auc() (in module rlscore.measure)

C

CGKronRLS (class in rlscore.learner.cg_kron_rls) CGRankRLS (class in rlscore.learner.cg_rankrls)

CGRLS (class in rlscore.learner.cg_rls) cindex() (in module rlscore.measure)

F

fscore() (in module rlscore.measure)

G

GaussianKernel (class in rlscore.kernel.gaussian_kernel) getKM() (rlscore.kernel.gaussian_kernel.GaussianKernel method) (rlscore.kernel.linear_kernel.LinearKernel method) (rlscore.kernel.polynomial_kernel.PolynomialKernel method)

GlobalRankRLS (class in rlscore.learner.global_rankrls) GreedyRLS (class in rlscore.learner.greedy_rls)

H

holdout() (rlscore.learner.global_rankrls.GlobalRankRLS method) (rlscore.learner.query_rankrls.QueryRankRLS method) (rlscore.learner.rls.RLS method)

I

in_sample_kfoldcv() (rlscore.learner.two_step_rls.TwoStepRLS method) in_sample_loo() (rlscore.learner.kron_rls.KronRLS method) (rlscore.learner.two_step_rls.TwoStepRLS method)

in_sample_loo_symmetric() (rlscore.learner.two_step_rls.TwoStepRLS method) InteractiveRlsClassifier (class in rlscore.learner.interactive_rls_classifier)

K

KernelPairwisePredictor (class in rlscore.predictor.pairwise_predictor) KernelPredictor (class in rlscore.predictor.predictor)

KfoldRankRLS (class in rlscore.learner.global_rankrls) KfoldRLS (class in rlscore.learner.rls) KronRLS (class in rlscore.learner.kron_rls)

L

leave_one_out() (rlscore.learner.global_rankrls.GlobalRankRLS method) (rlscore.learner.rls.RLS method) leave_pair_out() (rlscore.learner.global_rankrls.GlobalRankRLS method) (rlscore.learner.rls.RLS method) leave_x1_out() (rlscore.learner.two_step_rls.TwoStepRLS method) leave_x2_out() (rlscore.learner.two_step_rls.TwoStepRLS method)

LeaveOneOutRLS (class in rlscore.learner.rls) LeavePairOutRankRLS (class in rlscore.learner.global_rankrls) LeavePairOutRLS (class in rlscore.learner.rls) LeaveQueryOutRankRLS (class in rlscore.learner.query_rankrls) LinearKernel (class in rlscore.kernel.linear_kernel) LinearPairwisePredictor (class in rlscore.predictor.pairwise_predictor) LinearPredictor (class in rlscore.predictor.predictor)

M

MMC (class in rlscore.learner.mmc)

O

out_of_sample_kfold_cv() (rlscore.learner.two_step_rls.TwoStepRLS method) out_of_sample_loo() (rlscore.learner.two_step_rls.TwoStepRLS method)

out_of_sample_loo_symmetric() (rlscore.learner.two_step_rls.TwoStepRLS method) ova_accuracy() (in module rlscore.measure)

P

PCGRankRLS (class in rlscore.learner.cg_rankrls) PolynomialKernel (class in rlscore.kernel.polynomial_kernel) PPRankRLS (class in rlscore.learner.rankrls_with_pairwise_preferences) predict() (rlscore.learner.cg_kron_rls.CGKronRLS method) (rlscore.learner.cg_rankrls.CGRankRLS method) (rlscore.learner.cg_rankrls.PCGRankRLS method) (rlscore.learner.cg_rls.CGRLS method) (rlscore.learner.global_rankrls.GlobalRankRLS method) (rlscore.learner.global_rankrls.KfoldRankRLS method) (rlscore.learner.global_rankrls.LeavePairOutRankRLS method) (rlscore.learner.greedy_rls.GreedyRLS method) (rlscore.learner.kron_rls.KronRLS method) (rlscore.learner.mmc.MMC method) (rlscore.learner.query_rankrls.LeaveQueryOutRankRLS method) (rlscore.learner.query_rankrls.QueryRankRLS method) (rlscore.learner.rankrls_with_pairwise_preferences.PPRankRLS method) (rlscore.learner.rls.KfoldRLS method) (rlscore.learner.rls.LeaveOneOutRLS method) (rlscore.learner.rls.LeavePairOutRLS method) (rlscore.learner.rls.RLS method) (rlscore.learner.steepest_descent_mmc.SteepestDescentMMC method) (rlscore.learner.two_step_rls.TwoStepRLS method) (rlscore.predictor.PredictorInterface method) (rlscore.predictor.pairwise_predictor.KernelPairwisePredictor method) (rlscore.predictor.pairwise_predictor.LinearPairwisePredictor method) (rlscore.predictor.predictor.KernelPredictor method) (rlscore.predictor.predictor.LinearPredictor method)

PredictorInterface (class in rlscore.predictor)

Q

QueryRankRLS (class in rlscore.learner.query_rankrls)

R

RLS (class in rlscore.learner.rls) rlscore.kernel.gaussian_kernel (module) rlscore.kernel.linear_kernel (module) rlscore.kernel.polynomial_kernel (module) rlscore.learner.cg_kron_rls (module) rlscore.learner.cg_rankrls (module), [1] rlscore.learner.cg_rls (module) rlscore.learner.global_rankrls (module), [1], [2] rlscore.learner.greedy_rls (module) rlscore.learner.interactive_rls_classifier (module)

rlscore.learner.kron_rls (module) rlscore.learner.mmc (module) rlscore.learner.query_rankrls (module), [1] rlscore.learner.rankrls_with_pairwise_preferences (module) rlscore.learner.rls (module), [1], [2], [3] rlscore.learner.steepest_descent_mmc (module) rlscore.learner.two_step_rls (module) rlscore.predictor (module) rlscore.predictor.pairwise_predictor (module), [1] rlscore.predictor.predictor (module), [1]

S

solve() (rlscore.learner.global_rankrls.GlobalRankRLS method) (rlscore.learner.kron_rls.KronRLS method) (rlscore.learner.mmc.MMC method) (rlscore.learner.query_rankrls.QueryRankRLS method) (rlscore.learner.rankrls_with_pairwise_preferences.PPRankRLS method) (rlscore.learner.rls.RLS method) (rlscore.learner.two_step_rls.TwoStepRLS method)

solve_linear_conditional_ranking() (rlscore.learner.kron_rls.KronRLS method) spearman() (in module rlscore.measure) sqerror() (in module rlscore.measure) sqmprank() (in module rlscore.measure) SteepestDescentMMC (class in rlscore.learner.steepest_descent_mmc) step() (rlscore.learner.mmc.MMC method) stepLOO() (rlscore.learner.mmc.MMC method)

T

TwoStepRLS (class in rlscore.learner.two_step_rls)

X

x1_kfold_cv() (rlscore.learner.two_step_rls.TwoStepRLS method)

x2_kfold_cv() (rlscore.learner.two_step_rls.TwoStepRLS method)