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

87.7F1 Score

MLP-diffMCC

Updated 1mo ago

Evaluation Results

Method	Links
MLP-diffMCC 2026.04		87.7	76.1
MLP-diffMCC 2026.04		86.5	73.9
MLP-CE 2026.04		84.9	70.1
MLP-CE 2026.04		84.7	69.3
MLP-CE 2026.04		81.8	63.8
MLP-diffMCC 2026.04		81.3	62.8
GBDT 2026.04		80.4	61.6
LR 2026.04		79.2	58.5
LASSO 2026.04		79.2	58.5
RR 2026.04		79.2	58.5
EN 2026.04		79.2	58.5
LCEN 2026.04		79.2	58.5
LCEN 2026.04		79.2	58.5
AdaB 2026.04		79.2	60.2
RF 2026.04		78.6	58.5
RF 2026.04		78.1	57.3
LR 2026.04		78	56.5
LASSO 2026.04		78	56.5
RR 2026.04		78	56.5
EN 2026.04		78	56.5
LCEN 2026.04		77.8	55.7
GBDT 2026.04		77.6	56.7
SVM 2026.04		77.5	55.7
SVM 2026.04		77.2	54.5
GBDT 2026.04		76.5	53.4
AdaB 2026.04		76.2	53.2
RF 2026.04		73.9	48.4
AdaB 2026.04		73.9	48.1
LR 2026.04		73.8	47.9
LASSO 2026.04		73.8	47.9
RR 2026.04		73.8	47.9
EN 2026.04		73.8	47.9
SVM 2026.04		69.9	40.1
RF (Chicco & Jurman, 2020) 2026.04		68.2	38.4
RF (Chicco & Jurman, 2020) 2026.04		21.4	41.8