Augmenting Multi-Instance Multilabel Learning with Sparse Bayesian Models for Skin Biopsy Image Analysis

Table 1

15 considered annotation terms and their occurence frequency.

Number	Name	Rate
𝑇1	Retraction space	28.65%
𝑇2	Papillomatosis	22.71%
𝑇3	Follicular plug	1.8%
𝑇4	Hypergranulosis	32.15%
𝑇5	Horn cyst	4.14%
𝑇6	Basal cell liquefaction degeneration	6.48%
𝑇7	Thin prickle cell layer	2.61%
𝑇8	Infiltration of lymphocytes	9.12%
𝑇9	Hyperpigmentation of Basal cell layer	36.99%
𝑇10	Nevocytic nests	18.56%
𝑇11	Munro microabscess	7.72%
𝑇12	Acanthosis	19.05%
𝑇13	Absent granular cell layer	23.24%
𝑇14	Parakeratosis	6.81%
𝑇15	Hyperkeratosis	11.30%