Binary Classification on Heart Failure Clinical Data 2020 (3 CV seeds) benchmark leaderboard · SOTA2 Research

Binary Classification on Heart Failure Clinical Data 2020 (3 CV seeds)

87.7F1 ScoreMLP-diffMCC

Evaluation Results

Method	Links
MLP-diffMCC2026.04		87.7	76.1
MLP-diffMCC2026.04		86.5	73.9
MLP-CE2026.04		84.9	70.1
MLP-CE2026.04		84.7	69.3
MLP-CE2026.04		81.8	63.8
MLP-diffMCC2026.04		81.3	62.8
GBDT2026.04		80.4	61.6
LR2026.04		79.2	58.5
LASSO2026.04		79.2	58.5
RR2026.04		79.2	58.5
EN2026.04		79.2	58.5
LCEN2026.04		79.2	58.5
LCEN2026.04		79.2	58.5
AdaB2026.04		79.2	60.2
RF2026.04		78.6	58.5
RF2026.04		78.1	57.3
LR2026.04		78	56.5
LASSO2026.04		78	56.5
RR2026.04		78	56.5
EN2026.04		78	56.5
LCEN2026.04		77.8	55.7
GBDT2026.04		77.6	56.7
SVM2026.04		77.5	55.7
SVM2026.04		77.2	54.5
GBDT2026.04		76.5	53.4
AdaB2026.04		76.2	53.2
RF2026.04		73.9	48.4
AdaB2026.04		73.9	48.1
LR2026.04		73.8	47.9
LASSO2026.04		73.8	47.9
RR2026.04		73.8	47.9
EN2026.04		73.8	47.9
SVM2026.04		69.9	40.1
RF (Chicco & Jurman, 2020)2026.04		68.2	38.4
RF (Chicco & Jurman, 2020)2026.04		21.4	41.8