From: Optimal projection method determination by Logdet Divergence and perturbed von-Neumann Divergence
α=1,β=2 | α=1,β=3 | α=2,β=3 | Cosine | ||
---|---|---|---|---|---|
q=1 | (λ opt,AUCopt) | (71,0.7771) | (71,0.7711) | (100,0.7829) | (5.8,0.7889) |
(λ opt1,AUCopt1) | (36.5,0.7775) | (36.5,0.7713) | (100,0.7829) | (28.3,0.7912) | |
q=2 | (λ opt,AUCopt) | (100,0.8031) | (100,0.8114) | (1,0.8209) | (2.5,0.7951) |
(λ opt1,AUCopt1) | (100,0.8031) | (100,0.8114) | (1,0.8209) | (43.38,0.7959) | |
q=3 | (λ opt,AUCopt) | (100,0.8103) | (100,0.8140)) | (1,0.8033) | (2.8,0.7978) |
(λ opt1,AUCopt1) | (100,0.8103) | (100,0.8140) | (1,0.8033) | (34.3,0.8111) | |
q=4 | (λ opt,AUCopt) | (100,0.8296) | (100,0.8356) | (1,0.8286) | (3.67,0.7825) |
(λ opt1,AUCopt1) | (100,0.8296) | (100,0.8356) | (1,0.8286) | (26.58,0.7979) | |
q=5 | (λ opt,AUCopt) | (100,0.7400) | (100,0.7272) | (100,0.7405) | (6.2,0.6973) |
(λ opt1,AUCopt1) | (100,0.7400) | (100,0.7272) | (100,0.7405) | (27,0.7137) | |
q=6 | (λ opt,AUCopt) | (1,0.7173) | (1,0.7164) | (1,0.7224) | (14,0.7144) |
(λ opt1,AUCopt1) | (1,0.7173) | (1,0.7164) | (1,0.7224) | (34.16,0.7156) | |
q=7 | (λ opt,AUCopt) | (1,0.6702) | (1,0.6721) | (1,0.6713) | (21,0.6620) |
(λ opt1,AUCopt1) | (1,0.6702) | (1,0.6721) | (1,0.6713) | (22.17,0.6616) | |
q=8 | (λ opt,AUCopt) | (1,0.5928) | (1,0.5791) | (1,0.5935) | (37,0.6388) |
(λ opt1,AUCopt1) | (1,0.5928) | (1,0.5791) | (1,0.5935) | (19.25,0.6387) | |
q=9 | (λ opt,AUCopt) | (1,0.5146) | (1,0.5107) | (1,0.5254) | (85,0.5637) |
(λ opt1,AUCopt1) | (1,0.5146) | (1,0.5107) | (1,0.5254) | (17.5,0.5688) |