Table 4
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The comparison results of KGVHI and different variants yielded on the HVI dataset under 5-fold CV

ModelACC (%)Sen (%)Prec (%)MCC (%)F1 (%)AUCAUPR
KGVHI_G76.74 ± 0.9769.08 ± 4.7481.83 ± 3.1654.30 ± 1.9374.75 ± 1.770.8216 ± 0.00990.8217 ± 0.0109
KGVHI_L80.30 ± 0.4380.73 ± 3.0380.13 ± 1.7760.69 ± 0.8480.37 ± 0.770.8699 ± 0.00450.8563 ± 0.0074
KGVHI95.46 ± 0.2296.05 ± 0.9694.95 ± 0.8590.95 ± 0.4395.49 ± 0.220.9892 ± 0.00070.9866 ± 0.0013
ModelACC (%)Sen (%)Prec (%)MCC (%)F1 (%)AUCAUPR
KGVHI_G76.74 ± 0.9769.08 ± 4.7481.83 ± 3.1654.30 ± 1.9374.75 ± 1.770.8216 ± 0.00990.8217 ± 0.0109
KGVHI_L80.30 ± 0.4380.73 ± 3.0380.13 ± 1.7760.69 ± 0.8480.37 ± 0.770.8699 ± 0.00450.8563 ± 0.0074
KGVHI95.46 ± 0.2296.05 ± 0.9694.95 ± 0.8590.95 ± 0.4395.49 ± 0.220.9892 ± 0.00070.9866 ± 0.0013
Table 4
Open in new tab

The comparison results of KGVHI and different variants yielded on the HVI dataset under 5-fold CV

ModelACC (%)Sen (%)Prec (%)MCC (%)F1 (%)AUCAUPR
KGVHI_G76.74 ± 0.9769.08 ± 4.7481.83 ± 3.1654.30 ± 1.9374.75 ± 1.770.8216 ± 0.00990.8217 ± 0.0109
KGVHI_L80.30 ± 0.4380.73 ± 3.0380.13 ± 1.7760.69 ± 0.8480.37 ± 0.770.8699 ± 0.00450.8563 ± 0.0074
KGVHI95.46 ± 0.2296.05 ± 0.9694.95 ± 0.8590.95 ± 0.4395.49 ± 0.220.9892 ± 0.00070.9866 ± 0.0013
ModelACC (%)Sen (%)Prec (%)MCC (%)F1 (%)AUCAUPR
KGVHI_G76.74 ± 0.9769.08 ± 4.7481.83 ± 3.1654.30 ± 1.9374.75 ± 1.770.8216 ± 0.00990.8217 ± 0.0109
KGVHI_L80.30 ± 0.4380.73 ± 3.0380.13 ± 1.7760.69 ± 0.8480.37 ± 0.770.8699 ± 0.00450.8563 ± 0.0074
KGVHI95.46 ± 0.2296.05 ± 0.9694.95 ± 0.8590.95 ± 0.4395.49 ± 0.220.9892 ± 0.00070.9866 ± 0.0013
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