Datasets:

j-shen
/

ISIC2019-256-test

id stringlengths 12 12	age_approx float64 0 85 ⌀	anatom_site_general stringclasses 8 values	sex stringclasses 3 values	MEL float64 0 1	NV float64 0 1	BCC float64 0 1	BKL float64 0 1	DF float64 0 1	SCC float64 0 1	validation_weight float64 0 1	label int64 0 8
ISIC_0034321	60	nan	female	0	1	0	0	0	0	1	1
ISIC_0034322	70	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034323	70	lower extremity	male	0	0	1	0	0	0	1	2
ISIC_0034324	70	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034325	30	upper extremity	female	0	1	0	0	0	0	1	1
ISIC_0034326	80	head/neck	male	0	0	0	1	0	0	1	4
ISIC_0034328	45	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034329	80	head/neck	male	1	0	0	0	0	0	1	0
ISIC_0034330	40	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034331	75	nan	male	0	1	0	0	0	0	1	1
ISIC_0034332	60	upper extremity	male	0	0	0	0	0	1	1	7
ISIC_0034333	65	upper extremity	male	0	0	1	0	0	0	1	2
ISIC_0034334	50	lower extremity	female	0	0	0	0	1	0	1	5
ISIC_0034335	45	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034336	50	nan	female	0	1	0	0	0	0	1	1
ISIC_0034337	35	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034338	70	lower extremity	male	0	0	1	0	0	0	1	2
ISIC_0034339	35	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034340	60	nan	female	0	1	0	0	0	0	1	1
ISIC_0034341	35	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034342	35	anterior torso	female	0	1	0	0	0	0	1	1
ISIC_0034343	65	anterior torso	male	1	0	0	0	0	0	1	0
ISIC_0034344	65	upper extremity	male	0	0	1	0	0	0	1	2
ISIC_0034345	60	head/neck	female	0	0	0	1	0	0	1	4
ISIC_0034346	65	posterior torso	male	0	0	1	0	0	0	1	2
ISIC_0034347	45	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034348	40	nan	male	0	1	0	0	0	0	1	1
ISIC_0034349	45	nan	female	0	1	0	0	0	0	1	1
ISIC_0034350	45	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034351	45	nan	male	0	1	0	0	0	0	1	1
ISIC_0034352	40	nan	female	0	1	0	0	0	0	1	1
ISIC_0034354	65	head/neck	female	1	0	0	0	0	0	1	0
ISIC_0034355	70	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034356	50	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034357	45	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034359	65	posterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034360	80	anterior torso	male	0	0	0	1	0	0	1	4
ISIC_0034361	65	posterior torso	male	0	0	1	0	0	0	1	2
ISIC_0034362	65	lower extremity	male	0	0	0	1	0	0	1	4
ISIC_0034363	60	posterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034364	65	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034365	50	nan	female	0	1	0	0	0	0	1	1
ISIC_0034366	80	nan	male	0	0	0	1	0	0	1	4
ISIC_0034367	65	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034368	70	nan	male	0	0	0	1	0	0	1	4
ISIC_0034369	45	nan	male	0	1	0	0	0	0	1	1
ISIC_0034370	60	nan	female	0	1	0	0	0	0	1	1
ISIC_0034371	60	head/neck	male	0	0	0	1	0	0	1	4
ISIC_0034372	65	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034374	70	posterior torso	female	0	1	0	0	0	0	1	1
ISIC_0034375	60	head/neck	male	0	0	0	1	0	0	1	4
ISIC_0034376	50	lower extremity	female	1	0	0	0	0	0	1	0
ISIC_0034377	50	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034378	70	head/neck	female	0	1	0	0	0	0	1	1
ISIC_0034379	65	posterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034380	35	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034381	80	head/neck	male	1	0	0	0	0	0	1	0
ISIC_0034382	65	lower extremity	female	1	0	0	0	0	0	1	0
ISIC_0034383	65	upper extremity	male	0	0	1	0	0	0	1	2
ISIC_0034385	60	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034386	70	lower extremity	male	1	0	0	0	0	0	1	0
ISIC_0034387	75	upper extremity	female	0	0	0	1	0	0	1	4
ISIC_0034389	30	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034390	70	head/neck	male	0	0	0	1	0	0	1	4
ISIC_0034391	35	nan	male	0	1	0	0	0	0	1	1
ISIC_0034392	75	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034393	45	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034394	65	lower extremity	female	1	0	0	0	0	0	1	0
ISIC_0034395	45	posterior torso	female	0	1	0	0	0	0	1	1
ISIC_0034396	60	lower extremity	female	0	0	0	0	0	1	1	7
ISIC_0034397	55	nan	male	0	1	0	0	0	0	1	1
ISIC_0034398	50	posterior torso	female	1	0	0	0	0	0	1	0
ISIC_0034399	40	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034400	35	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034401	45	lower extremity	male	0	1	0	0	0	0	1	1
ISIC_0034402	80	upper extremity	female	0	0	0	0	0	1	1	7
ISIC_0034403	20	nan	female	0	1	0	0	0	0	1	1
ISIC_0034404	85	anterior torso	male	0	0	1	0	0	0	1	2
ISIC_0034405	65	posterior torso	male	0	0	1	0	0	0	1	2
ISIC_0034406	70	upper extremity	male	0	0	1	0	0	0	1	2
ISIC_0034407	35	posterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034408	40	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034409	65	posterior torso	male	0	0	1	0	0	0	1	2
ISIC_0034410	60	upper extremity	male	0	0	0	0	0	1	1	7
ISIC_0034411	60	head/neck	male	0	0	0	1	0	0	1	4
ISIC_0034412	70	anterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034413	45	nan	male	0	0	0	1	0	0	1	4
ISIC_0034414	50	nan	female	0	1	0	0	0	0	1	1
ISIC_0034415	30	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034416	65	posterior torso	male	0	0	1	0	0	0	1	2
ISIC_0034417	55	lower extremity	female	0	1	0	0	0	0	1	1
ISIC_0034418	55	nan	female	0	1	0	0	0	0	1	1
ISIC_0034419	50	nan	male	0	1	0	0	0	0	1	1
ISIC_0034420	45	upper extremity	male	0	1	0	0	0	0	1	1
ISIC_0034421	70	upper extremity	female	0	0	0	0	0	1	1	7
ISIC_0034422	85	upper extremity	male	0	0	0	0	0	1	1	7
ISIC_0034423	50	posterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034424	55	nan	female	0	1	0	0	0	0	1	1
ISIC_0034425	35	posterior torso	male	0	1	0	0	0	0	1	1
ISIC_0034426	65	nan	male	0	1	0	0	0	0	1	1