NHL Pathological Image Classification Based on Hierarchical Local Information and GoogLeNet-Based Representations

Table 2

Image level classification indices for different method combination modes.

Index
ACC	Overall	0.9558	0.9558	0.9823	0.9558	0.9912
AUC	Overall	0.9846	0.9971	0.9943	0.9894	0.9982
	CLL	0.9709	0.9903	0.9820	0.9875	0.9972
	FL	0.9987	1	1	0.9907	0.9960
	MCL	0.9971	0.9985	1	0.9912	1
SEN/R	CLL	0.9091	0.9697	0.9697	0.9697	1
	FL	0.9767	0.9302	0.9767	0.9429	0.9767
	MCL	0.9730	0.9730	1	0.9189	1
SPE	CLL	0.9750	0.9500	0.9875	0.9500	0.9875
	FL	0.9429	0.9714	0.9857	0.9429	1
	MCL	0.9474	0.9474	0.9737	0.9737	0.9868
P	CLL	0.9677	0.8889	0.9697	0.9412	0.9706
	FL	0.9767	1	1	0.9545	1
	MCL	0.9231	0.9730	0.9737	0.9414	1
	CLL	0.9375	0.9275	0.9697	0.9552	0.9851
	FL	0.9767	0.9639	0.9882	0.9655	0.9882
	MCL	0.9474	0.9730	0.9867	0.9444	1