SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier

Table 2

Attributes of Dermatology database.

ID	Attribute
V1	Erythema
V2	Scaling
V3	Definite borders
V4	Itching
V5	Koebner phenomenon
V6	Polygonal papules
V7	Follicular papules
V8	Oral mucosal involvement
V9	Knee and elbow involvement
V10	Scalp involvement
V11	Family history
V12	Melanin incontinence
V13	Eosinophils in the infiltrate
V14	PNL infiltrate
V15	Fibrosis of the papillary dermis
V16	Exocytosis
V17	Acanthosis
V18	Hyperkeratosis
V19	Parakeratosis
V20	Clubbing of the rete ridges
V21	Elongation of the rete ridges
V22	Thinning of the suprapapillary epidermis
V23	Spongiform pustule
V24	Munro microabscess
V25	Focal hypergranulosis
V26	Disappearance of the granular layer
V27	Vacuolisation and damage of basal layer
V28	Spongiosis
V29	Saw-tooth appearance of retes
V30	Follicular horn plug
V31	Perifollicular parakeratosis
V32	Inflammatory mononuclear infiltrate
V33	Band-like infiltrate
V34	Age