Supervised learning for infection risk inference using pathology data

Table 5 Missing data: performance comparison

		AUCROC	AUCPR_B	SENS	SPEC
GNB	F₆	0.814	0.872	0.725	0.903
	F₅	0.802	0.874	0.664	0.939
	F₄	0.803	0.874	0.669	0.938
	F₃	0.750	0.832	0.589	0.912
	F₂	0.686	0.816	0.400	0.971
	F₁	0.569	0.767	0.145	0.994
DTC	F₆	0.799	0.881	0.636	0.963
	F₅	0.777	0.859	0.614	0.940
	F₄	0.769	0.839	0.652	0.886
	F₃	0.702	0.777	0.672	0.732
	F₂	0.617	0.722	0.583	0.652
	F₁	0.535	0.684	0.480	0.590
RFC	F₆	0.818	0.876	0.725	0.909
	F₅	0.806	0.874	0.682	0.930
	F₄	0.805	0.867	0.707	0.903
	F₃	0.764	0.826	0.707	0.822
	F₂	0.704	0.796	0.504	0.904
	F₁	0.599	0.775	0.212	0.987
SVM	F₆	0.830	0.884	0.747	0.912
	F₅	0.816	0.885	0.687	0.944
	F₄	0.809	0.874	0.694	0.924
	F₃	0.768	0.837	0.654	0.881
	F₂	0.699	0.809	0.453	0.949
	F₁	0.591	0.785	0.186	0.996

ISSN: 1472-6947