Measure

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

Value per dataset

MercuryinBass (1) -1
mv (1) -1
kdd_ipums_la_98-small (1) 0.018803030250975
qqdefects_numeric (1) -1
gina_prior2 (1) NaN
ar1 (1) NaN
analcatdata_challenger (2) 0.01781757480413
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) 0.040262825884972
soybean (2) 0.040920676801074
ar5 (1) NaN
FacultySalaries (1) -1
Brainsize (1) -1
analcatdata_germangss (2) 0.080067367179152
kdd_ipums_la_99-small (1) 0.01082344365078
dermatology (2) 0.19391531134604
primary-tumor (2) 0.035798354328186
white-clover (1) 0.16926220067887
kdd_synthetic_control (1) NaN
bridges (5) 0.15333736210895
vowel (3) 0
pc2 (1) NaN
white-clover (2) 0.093686869022035
ar3 (1) NaN
jEdit_4.0_4.2 (1) NaN
cm1_req (1) 0.00252899267807
bridges (2) 0.46717227116951
postoperative-patient-data (1) 0.022560012510713
trains (1) 0.18608237774488
BNG(anneal,nominal,1000000) (1) 0.060208478274192
BNG(anneal.ORIG,nominal,1000000) (1) 0.025236308479424
BNG(kr-vs-kp) (1) 0.016516106132353
BNG(letter,nominal,1000000) (1) 0.17259557657245
BNG(autos,nominal,1000000) (1) 0.10434424822602
BNG(lymph,nominal,1000000) (1) 0.087438558443016
BNG(mfeat-fourier,nominal,1000000) (1) 0.15186190986235
walking-activity (1) NaN
sonar (1) NaN
cylinder-bands (1) 0.090612820888926
nursery (1) 0.16147320507428
skin-segmentation (1) NaN
BNG(labor,nominal,1000000) (1) 0.085835261026888
BNG(breast-cancer,nominal,1000000) (1) 0.030968944119288
ionosphere (1) NaN
lymph (1) 0.13092709767171
vowel (1) 0
colic (1) 0.085422791737669
autoUniv-au1-1000 (1) NaN
autoUniv-au4-2500 (1) 0.003621090649499
autoUniv-au6-750 (1) 0.0067363531286167
autoUniv-au7-1100 (1) 0.051383364286612
autoUniv-au7-700 (1) 0.004715225308445
autoUniv-au7-500 (1) 0.035634578683203
autoUniv-au6-1000 (1) 0.0055133691766433
abalone (3) 0.19664272719284
bank-marketing (2) 0.012343103326121