Measure

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

Value per dataset

MercuryinBass (1) -1
mv (1) -1
kdd_ipums_la_98-small (1) 25.88627031215
qqdefects_numeric (1) -1
gina_prior2 (1) NaN
ar1 (1) NaN
analcatdata_challenger (2) 19.521002010354
datatrieve (1) NaN
puma32H (1) -1
kc1-top5 (1) NaN
sylva_prior (1) NaN
nasa_numeric (1) -1
mw1 (1) NaN
mc1 (1) NaN
ar6 (1) NaN
glass (2) NaN
mfeat-pixel (2) 11.648352625053
soybean (2) 13.933984802828
ar5 (1) NaN
FacultySalaries (1) -1
Brainsize (1) -1
analcatdata_germangss (2) 9.6068205576428
kdd_ipums_la_99-small (1) 31.781987596084
dermatology (2) 4.5819742858614
primary-tumor (2) 22.563961877341
white-clover (1) 7.7562416818182
kdd_synthetic_control (1) NaN
bridges (5) 6.3724458015166
vowel (3) -1
pc2 (1) NaN
white-clover (2) 10.343640073553
ar3 (1) NaN
jEdit_4.0_4.2 (1) NaN
cm1_req (1) 303.95157303881
bridges (2) 4.9738667982591
postoperative-patient-data (1) 43.45332433288
trains (1) 5.3739640051837
BNG(anneal,nominal,1000000) (1) 19.993645928303
BNG(anneal.ORIG,nominal,1000000) (1) 47.700597632082
BNG(kr-vs-kp) (1) 60.463334817696
BNG(letter,nominal,1000000) (1) 27.229977376724
BNG(autos,nominal,1000000) (1) 22.075577424962
BNG(lymph,nominal,1000000) (1) 14.350634398633
BNG(mfeat-fourier,nominal,1000000) (1) 21.874634348792
walking-activity (1) NaN
sonar (1) NaN
cylinder-bands (1) 10.842550504448
nursery (1) 10.630221276615
skin-segmentation (1) NaN
BNG(labor,nominal,1000000) (1) 10.92797470029
BNG(breast-cancer,nominal,1000000) (1) 28.344933495982
ionosphere (1) NaN
lymph (1) 9.3768022340562
vowel (1) -1
colic (1) 11.12510666813
autoUniv-au1-1000 (1) NaN
autoUniv-au4-2500 (1) 363.94982868191
autoUniv-au6-750 (1) 429.55785244488
autoUniv-au7-1100 (1) 44.385173031885
autoUniv-au7-700 (1) 335.5971183458
autoUniv-au7-500 (1) 60.283445516895
autoUniv-au6-1000 (1) 529.91239442369
abalone (3) 8.0550327874256
bank-marketing (2) 41.765978605701