This is lymphography domain obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia. It was repeatedly used in the machine learning literature.
A data frame with 147 observations on the following 19 variables.
class
a factor with levels normalfind
metastases
malignlymph
fibrosis
lymphatics
a factor with levels normal
arched
deformed
displaced
blockofaffere
a factor with levels no
yes
bloflymphc
a factor with levels no
yes
bloflymphs
a factor with levels no
yes
bypass
a factor with levels no
yes
extravasates
a factor with levels no
yes
regenerationof
a factor with levels no
yes
earlyuptakein
a factor with levels no
yes
lymnodesdimin
a factor with levels 0
1
2
3
lymnodesenlar
a factor with levels 1
2
3
4
changesinlym
a factor with levels bean
oval
round
defectinnode
a factor with levels no
lacunar
lacmarginal
laccentral
changesinnode
a factor with levels no
lacunar
lacmargin
laccentral
changesinstru
a factor with levels no
grainy
droplike
coarse
diluted
reticular
stripped
faint
specialforms
a factor with levels no
chalices
vesicles
dislocationof
a factor with levels no
yes
exclusionofno
a factor with levels no
yes
noofnodesin
a factor with levels 0-9
10-19
20-29
30-39
40-49
50-59
60-69
>=70
This lymphography domain was obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia. Thanks go to M. Zwitter and M. Soklic for providing the data. Please include this citation if you plan to use this database.
data("Lymphography")
summary(Lymphography)
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