Dermatology

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Files	Size	Format	Created	Updated	License	Source
1	0 B	csv				OpenML - dermatology

This dataset contains instances of dermatology cancer occurrences. This dataset was found on OpenML - dermatology Original owners: Donor: Data is located in directory data data/dermatology.csv ...

File	Description	Size	Last modified	Download
dermatology				dermatology

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dermatology

Schema

name	type	format	description
erythema	integer	default	0,1,2,3
scaling	integer	default	0,1,2,3
definite_borders	integer	default	0,1,2,3
itching	integer	default	0,1,2,3
koebner_phenomenon	integer	default	0,1,2,3
polygonal_papules	integer	default	0,1,2,3
follicular_papules	integer	default	0,1,2,3
oral_mucosal_involvement	integer	default	0,1,2,3
knee_and_elbow_involvement	integer	default	0,1,2,3
scalp_involvement	integer	default	0,1,2,3
family_history	integer	default	0,1
melanin_incontinence	integer	default	0,1,2,3
eosinophils_in_the_infiltrate	integer	default	0,1,2,3
pnl_infiltrate	integer	default	0,1,2,3
fibrosis_of_the_papillary_dermis	integer	default	0,1,2,3
exocytosis	integer	default	0,1,2,3
acanthosis	integer	default	0,1,2,3
hyperkeratosis	integer	default	0,1,2,3
parakeratosis	integer	default	0,1,2,3
clubbing_of_the_rete_ridges	integer	default	0,1,2,3
elongation_of_the_rete_ridges	integer	default	0,1,2,3
thinning_of_the_suprapapillary_epidermis	integer	default	0,1,2,3
spongiform_pustule	integer	default	0,1,2,3
munro_microabcess	integer	default	0,1,2,3
focal_hypergranulosis	integer	default	0,1,2,3
disappearance_of_the_granular_layer	integer	default	0,1,2,3
vacuolisation_and_damage_of_basal_layer	integer	default	0,1,2,3
spongiosis	integer	default	0,1,2,3
saw-tooth_appearance_of_retes	integer	default	0,1,2,3
follicular_horn_plug	integer	default	0,1,2,3
perifollicular_parakeratosis	integer	default	0,1,2,3
inflammatory_monoluclear_inflitrate	integer	default	0,1,2,3
band-like_infiltrate	integer	default	0,1,2,3
age	integer	default
class	integer	default	1,2,3,4,5,6

This dataset contains instances of dermatology cancer occurrences.

Data

This dataset was found on OpenML - dermatology

Original owners:

Nilsel Ilter, M.D., Ph.D., Gazi University, School of Medicine 06510 Ankara, Turkey
H. Altay Guvenir, PhD., Bilkent University, Department of Computer Engineering and Information Science, 06533 Ankara, Turkey

Donor:

H. Altay Guvenir, Bilkent University, Department of Computer Engineering and Information Science, 06533 Ankara, Turkey

Data is located in directory data

data/dermatology.csv

Attribute information

Class

1: psoriasis
2: seboreic dermatitis
3: lichen planus
4: pityriasis rosea
5: cronic dermatitis
6: pityriasis rubra pilaris

Family history:

1: if any of these diseases has been observed in the family
0: otherwise

Age:

Represents the age of the patient

All other attributes:

0: feature not present
1, 2 indicate the relative intermediate values
3 indicates the largest amount possible

Preparation

Scripts are in directory scripts

scripts/main.py

Licence

Licensed under the Public Domain Dedication and Licence (assuming either no rights or public domain licence in source data).

Data Files