Measure

MeanMutualInformation

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

Value per dataset

BNG(credit-g,nominal,1000000) (1) 0.01522996707778
BNG(pendigits,nominal,1000000) (1) 0.4197194712708
BNG(cylinder-bands,nominal,1000000) (1) 0.020007301450657
BNG(dermatology,nominal,1000000) (1) 0.36669945919136
BNG(segment) (1) 0.41770563045114
mfeat-factors (1)
mfeat-fourier (1)
breast-w (1)
mfeat-karhunen (1)
bridges (1) 0.50344257771944
mfeat-morphological (1)
bridges (2) 0.46717227116951
mfeat-pixel (1) 0.34802686495807
BNG(anneal.ORIG,nominal,1000000) (1) 0.025236308479424
BNG(kr-vs-kp) (1) 0.016516106132353
BNG(labor,nominal,1000000) (1) 0.085835261026888
BNG(letter,nominal,1000000) (1) 0.17259557657245
BNG(autos,nominal,1000000) (1) 0.10434424822602
BNG(lymph,nominal,1000000) (1) 0.087438558443016
BNG(breast-cancer,nominal,1000000) (1) 0.030968944119288
BNG(mfeat-fourier,nominal,1000000) (1) 0.15186190986235
heart-h (1) 0.12451521324785
trains (1) 0.18608237774488
heart-statlog (1)
vehicle (1)
hepatitis (1) 0.051735903274144
vote (1) 0.23628548686064
hypothyroid (1) 0.0023033179412582
vowel (1) 0
waveform-5000 (1)
zoo (1) 0.64199707679584
BNG(anneal,nominal,1000000) (1) 0.060208478274192
anneal (1) 0.044331968697414
labor (1) 0.10064816146095
audiology (1) 0.13758974178128
liver-disorders (1)
autos (1) 0.28739252660653
BNG(mfeat-karhunen,nominal,1000000) (1) 0.14900149843368
BNG(bridges_version1,nominal,1000000) (1) 0.21582105435179
BNG(bridges_version2,nominal,1000000) (1) 0.22067328214133
BNG(mfeat-zernike,nominal,1000000) (1) 0.22249985622439
BNG(cmc,nominal,55296) (1) 0.026744710537639
BNG(mushroom) (1) 0.16384931710243
postoperative-patient-data (1) 0.022560012510713
dermatology (1) 0.44911754783329
segment (1)
ecoli (1)
sonar (1)
glass (1)
soybean (1) 0.51081588977983
haberman (1) 0.03592504183782
hayes-roth_test (1)
splice (1) 0.079594893000763
hayes-roth_train (1)
tae (1) 0.058865391129105
heart-c (1) 0.10859587222628
colic (1) 0.12720727376046
nursery (1) 0.16147320507428
colic (2) 0.068430377732217
optdigits (1)
credit-approval (1) 0.090212322898192
page-blocks (1)
car (1) 0.11441568230992
mfeat-zernike (1)
cmc (1) 0.028888557457444
BNG(vehicle,nominal,1000000) (1) 0.11666013338341
BNG(hepatitis,nominal,1000000) (1) 0.046756508177821
BNG(vote) (1) 0.23363066063489
BNG(hypothyroid,nominal,1000000) (1) 0.002961511184279
BNG(vowel,nominal,1000000) (1) 0.10888428085507
BNG(ionosphere) (1) 0.06671199780214
BNG(waveform-5000,nominal,1000000) (1) 0.073202803754623
BNG(zoo,nominal,1000000) (1) 0.38660877119738
CovPokElec (1) 0.010851377129816
covertype (3) 0.021680848999333
BNG(sick,nominal,1000000) (1) 0.0041244525973124
BNG(sonar,nominal,1000000) (1) 0.022167884018626
BNG(soybean) (1) 0.33992010535136
BNG(spambase) (1) 0.0027491665154321
BNG(heart-c,nominal,1000000) (1) 0.085242182666547
BNG(tic-tac-toe) (1) 0.020502863800394
BNG(heart-h,nominal,1000000) (1) 0.066636581900095
BNG(trains) (1) 0.031208126864516
BNG(heart-statlog,nominal,1000000) (1) 0.080574559504273
primary-tumor (1) 0.18720649373038
shuttle-landing-control (1) 0.14492293277348
solar-flare (1) 0.013184156902573
solar-flare (2) 0.0093844492830617
spect_test (1) 0.020323199043162
spect_train (1) 0.06224369429745
spectf_test (1)
spectf_train (1)
adult (1) 0.067198461536414
yeast (1)
satimage (1)
abalone (1) 0.23398435498208
kropt (1) 0.1752325880442
braziltourism (1) 0.079978558940402
eucalyptus (1) 0.38124136721445
kin8nm (1)
mbagrade (1)
wisconsin (1)
cleveland (1)
auto_price (1)
autoMpg (1)
cpu_act (1)
delta_elevators (1)
fruitfly (1)
pbc (1)
SEA(50) (1)
lung-cancer (1) 0.15336595902111
molecular-biology_promoters (1) 0.061538453659882
monks-problems-1_test (1) 0.051879687409855
monks-problems-1_train (1) 0.066653142354642
monks-problems-2_test (1) 0.0032639472866317
monks-problems-2_train (1) 0.0077433117044867
monks-problems-3_test (1) 0.1118396256652
monks-problems-3_train (1) 0.094594787321912
Hyperplane_10_1E-3 (1)
Hyperplane_10_1E-4 (1)
LED(50000) (1) 0.06932414561098
pokerhand (1) 0.00831988015339
RandomRBF_0_0 (1)
RandomRBF_10_1E-3 (1)
RandomRBF_10_1E-4 (1)
RandomRBF_50_1E-3 (1)
RandomRBF_50_1E-4 (1)
pol (1)
lowbwt (1)
cholesterol (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
quake (1)
cloud (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
2dplanes (1)
elevators (1)
pyrim (1)
house_8L (1)
BNG(waveform-5000) (1)
BNG(zoo) (1) 0.37704342340649
20_newsgroups.drift (1) 3.0E-16
meta_all.arff (1)
meta_batchincremental.arff (1)
meta_instanceincremental.arff (1)
meta_stream_intervals.arff (1)
BNG(pendigits) (1)
BNG(cylinder-bands) (1) 0.031616803564985
BNG(dermatology) (1) 0.37422041732079
BNG(sonar) (1)
BNG(glass) (1)
BNG(heart-c) (1) 0.10590207761875
BNG(heart-statlog) (1)
BNG(vehicle) (1)
BNG(hepatitis) (1) 0.046809803099645
BNG(vowel) (1) 3.3329261973333E-5
oil_spill (1)
scene (1) 0.046978981782874
spectrometer (1) 2.5590683352075
thyroid_sick (1) 0.0051186613271605
us_crime (1)
bridges (3) 0.51760527760865
bridges (4) 0.48124454065174
hayes-roth (1)
BNG(breast-w) (1)
BNG(cmc) (1) 0.028478673211069
BNG(colic) (1) 0.060597161319546
BNG(credit-a) (1) 0.084002396529713
BNG(page-blocks) (1)
Australian (1)
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
isolet (1)
BNG(anneal) (1) 0.061308538180662
BNG(anneal.ORIG) (2) 0.020017471852356
BNG(letter) (2)
BNG(autos) (1) 0.12708148681013
BNG(lymph) (1) 0.082316158584969
echoMonths (1)
stock (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
pwLinear (1)
machine_cpu (1)
fishcatch (1)
ozone_level (1)
vowel (2) 0
puma32H (1)
mammography (1)
flags (1) 0.22500525150161
ipums_la_98-small (1) 0.18318378287868
ipums_la_97-small (1) 0.097725804623007
tr45.wc (1)
oh15.wc (1)
tr11.wc (1)
tr23.wc (1)
new3s.wc (1)
re0.wc (1)
oh0.wc (1)
la2s.wc (1)
re1.wc (1)
la1s.wc (1)
tr12.wc (1)
wap.wc (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
depreux (1)
pdgfr (1)
carbolenes (1)
garrat2 (1)
siddiqi (1)
thompson (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
cristalli (1)
internet_usage (1) 0.14564182721139
SyskillWebert-BioMedical (1)
JapaneseVowels (1)
SyskillWebert-Sheep (1)
synthetic_control (1)
ipums_la_99-small (1) 0.17191793814128
SyskillWebert-Bands (1)
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 0.32599426978648
white-clover (1) 0.16926220067887
sponge (1) 0.064411663696132
aids (1) 0
webdata_wXa (1)
chembl1075021test1 (1)
monks-problems-1 (1) 0.051848582538325
monks-problems-3 (1) 0.10586367329049
SPECT (1) 0.043104107841118
grub-damage (1) 0.25143434080718
pasture (1) 0.78640757222015
squash-stored (1) 0.37683987314726
qsartox (1)
benzo32 (1)
uehling (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
irish (1) 0.415267488465
analcatdata_broadwaymult (1) 0.48211173517895
cars (1) 0.38743906373673
analcatdata_birthday (1)
analcatdata_authorship (1)
analcatdata_reviewer (1) 0.049160613655927
cjs (1) 1.2875792407773
analcatdata_marketing (1) 0.066961676297467
analcatdata_bankruptcy (1)
collins (1) 2.4323747173419
analcatdata_cyyoung9302 (1) 0.052577488001153
prnn_viruses (1) 0.53068436370681
analcatdata_creditscore (1) 0.050674473923997
backache (1) 0.016126881882587
confidence (1)
analcatdata_dmft (1) 0.041870865664507
profb (1) 0.018820757085385
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 0.155210318999
prnn_crabs (1) 0
analcatdata_homerun (1) 0.036572187269399
tecator (1)
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
plasma_retinol (1)
arsenic-female-lung (1)
djdc0093 (1)
humandevel (1)
analcatdata_uktrainacc (1)
sleuth_ex1605 (1)
vinnie (2)
autoMpg (2) 0.33481473573219
fri_c3_500_10 (2)
arsenic-male-bladder (2) 0.16846478968512
fri_c2_1000_5 (2)
fri_c2_1000_10 (2)
ada_agnostic (1)
pc4 (1)
pc3 (1)
sylva_agnostic (1)
gina_agnostic (1)
analcatdata_bondrate (2) 0.10180686410008
page-blocks (2)
mfeat-morphological (2)
analcatdata_authorship (2)
AP_Endometrium_Colon (1)
AP_Colon_Kidney (1)
AP_Ovary_Lung (1)
AP_Breast_Prostate (1)
AP_Endometrium_Breast (1)
AP_Breast_Omentum (1)
AP_Uterus_Kidney (1)
OVA_Lung (1)
lymphoma_2classes (1)
lymphoma_9classes (1)
leukemia (1)
GCM (1)
tumors_C (1)
KDDCup99_full (1) 0.50484305132286
KDDCup09_upselling (1) 0.023052529036619
teachingAssistant (1) 0.23894086712557
MagicTelescope (1)
rsctc2010_1 (1)
kc1 (1)
pc1 (1)
kc1-numeric (1)
jm1 (1)
humans_numeric (1)
OVA_Endometrium (1)
AP_Colon_Omentum (1)
AP_Breast_Colon (1)
AP_Breast_Uterus (1)
AP_Ovary_Kidney (1)
AP_Breast_Lung (1)
AP_Prostate_Ovary (1)
AP_Endometrium_Lung (1)
AP_Prostate_Lung (1)
AP_Omentum_Ovary (1)
AP_Breast_Kidney (1)
OVA_Colon (1)
AP_Lung_Kidney (1)
AP_Endometrium_Uterus (1)
pc1_req (1) 0.00183873961996
BNG(spectf_test) (1)
BNG(satimage) (1)
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
Goteborg_52 (1)
BNG(solar-flare) (1) 0.0061628450884175
BNG(spect_test) (1) 0.0057090400161709
BNG(cpu_small) (1)
BNG(satellite_image) (1)
BNG(vowel) (2) 5.916066292E-5
BNG(SPECT) (1) 0.017342076152516
BNG(SPECTF) (1)
BNG(mv) (1)
BNG(JapaneseVowels) (1)
Click_prediction_small (2)
Click_prediction_small (4)
Click_prediction_small (5)
BNG(pbc) (1)
BNG(autoHorse) (1)
BNG(lowbwt) (1)
BNG(cholesterol) (1)
BNG(autoPrice) (1)
BNG(pharynx) (1)
BNG(elevators) (1)
BNG(stock) (1)
letter-challenge-labeled.arff (1)
Click_prediction_small (7)
nki70.arff (1)
QSAR-TID-12719 (1)
QSAR-TID-10928 (1)
QSAR-TID-100452 (1)
QSAR-TID-105654 (1)
QSAR-TID-102473 (1)
QSAR-TID-101036 (1)
QSAR-TID-11617 (1)
QSAR-TID-12037 (1)
QSAR-TID-12790 (1)
QSAR-TID-11260 (1)
QSAR-TID-20137 (1)
QSAR-TID-101179 (1)
QSAR-TID-17033 (1)
QSAR-TID-12013 (1)
QSAR-TID-19607 (1)
QSAR-TID-10971 (1)
QSAR-TID-10964 (1)
QSAR-TID-100071 (1)
QSAR-TID-19624 (1)
QSAR-TID-19907 (1)
QSAR-TID-101204 (1)
QSAR-TID-12077 (1)
QSAR-TID-11113 (1)
QSAR-TID-11056 (1)
QSAR-TID-102576 (1)
QSAR-TID-10438 (1)
QSAR-TID-143 (1)
QSAR-TID-10439 (1)
QSAR-TID-101349 (1)
QSAR-TID-10956 (1)
QSAR-TID-13000 (1)
QSAR-TID-100853 (1)
QSAR-TID-10614 (1)
QSAR-TID-8 (1)
QSAR-TID-10527 (1)
QSAR-TID-38 (1)
QSAR-TID-10300 (1)
QSAR-TID-11141 (1)
QSAR-TID-11019 (1)
QSAR-TID-102678 (1)
QSAR-TID-30016 (1)
QSAR-TID-100872 (1)
QSAR-TID-101433 (1)
QSAR-TID-101220 (1)
QSAR-TID-11000 (1)
QSAR-TID-103437 (1)
QSAR-TID-100942 (1)
QSAR-TID-12294 (1)
QSAR-TID-100917 (1)
QSAR-TID-101281 (1)
QSAR-TID-11606 (1)
QSAR-TID-10586 (1)
QSAR-TID-102578 (1)
QSAR-TID-101610 (1)
QSAR-TID-102391 (1)
QSAR-TID-12202 (1)
QSAR-TID-19639 (1)
QSAR-TID-102580 (1)
QSAR-TID-30025 (1)
QSAR-TID-103726 (1)
QSAR-TID-10580 (1)
QSAR-TID-10004 (1)
QSAR-TID-10477 (1)
QSAR-TID-12665 (1)
QSAR-TID-11534 (1)
QSAR-TID-104390 (1)
QSAR-TID-101183 (1)
QSAR-TID-11873 (1)
QSAR-TID-100186 (1)
QSAR-TID-17115 (1)
QSAR-TID-124 (1)
QSAR-TID-11409 (1)
QSAR-TID-10505 (1)
QSAR-TID-20166 (1)
QSAR-TID-12832 (1)
QSAR-TID-105 (1)
QSAR-TID-103095 (1)
QSAR-TID-12512 (1)
QSAR-TID-11006 (1)
QSAR-TID-102840 (1)
QSAR-TID-11522 (1)
QSAR-TID-100415 (1)
QSAR-TID-17052 (1)
QSAR-TID-100833 (1)
QSAR-TID-11720 (1)
QSAR-TID-99 (1)
QSAR-TID-12968 (1)
QSAR-TID-57 (1)
QSAR-TID-10403 (1)
QSAR-TID-101607 (1)
QSAR-TID-14070 (1)
QSAR-TID-101130 (1)
QSAR-TID-10441 (1)
QSAR-TID-12720 (1)
QSAR-TID-12449 (1)
QSAR-TID-12956 (1)
QSAR-TID-25 (1)
QSAR-TID-12919 (1)
QSAR-TID-102815 (1)
QSAR-TID-11188 (1)
QSAR-TID-11149 (1)
QSAR-TID-30019 (1)
QSAR-TID-10078 (1)
QSAR-TID-104430 (1)
QSAR-TID-10684 (1)
QSAR-TID-10222 (1)
QSAR-TID-12226 (1)
QSAR-TID-12831 (1)
QSAR-TID-10529 (1)
QSAR-TID-119 (1)
QSAR-TID-10331 (1)
QSAR-TID-64 (1)
QSAR-TID-11752 (1)
QSAR-TID-11119 (1)
QSAR-TID-102927 (1)
QSAR-TID-30033 (1)
QSAR-TID-103433 (1)
QSAR-TID-30029 (1)
QSAR-TID-100052 (1)
QSAR-TID-17074 (1)
QSAR-TID-12299 (1)
QSAR-TID-100790 (1)
QSAR-TID-18033 (1)
QSAR-TID-10651 (1)
QSAR-TID-12214 (1)
QSAR-TID-10014 (1)
QSAR-TID-11281 (1)
QSAR-TID-11848 (1)
QSAR-TID-10549 (1)
QSAR-TID-10008 (1)
QSAR-TID-11061 (1)
QSAR-TID-30003 (1)
QSAR-TID-10747 (1)
QSAR-TID-10679 (1)
QSAR-TID-10674 (1)
QSAR-TID-30046 (1)
QSAR-TID-12076 (1)
QSAR-TID-11337 (1)
QSAR-TID-17063 (1)
QSAR-TID-11408 (1)
QSAR-TID-43 (1)
QSAR-TID-101405 (1)
QSAR-TID-11622 (1)
QSAR-TID-11569 (1)
QSAR-TID-11680 (1)
QSAR-TID-20129 (1)
QSAR-TID-101199 (1)
QSAR-TID-17089 (1)
QSAR-TID-12017 (1)
QSAR-TID-18025 (1)
QSAR-TID-30042 (1)
QSAR-TID-101404 (1)
QSAR-TID-12861 (1)
QSAR-TID-12635 (1)
QSAR-TID-10908 (1)
QSAR-TID-214 (1)
QSAR-TID-11635 (1)
QSAR-TID-12469 (1)
QSAR-TID-101317 (1)
QSAR-TID-30006 (1)
QSAR-TID-10466 (1)
QSAR-TID-30005 (1)
QSAR-TID-11842 (1)
QSAR-TID-11629 (1)
QSAR-TID-12793 (1)
QSAR-TID-12947 (1)
QSAR-TID-10407 (1)
QSAR-TID-10984 (1)
QSAR-TID-12679 (1)
QSAR-TID-11192 (1)
QSAR-TID-100613 (1)
QSAR-TID-248 (1)
QSAR-TID-10436 (1)
QSAR-TID-11615 (1)
QSAR-TID-10542 (1)
QSAR-TID-102399 (1)
QSAR-TID-11639 (1)
QSAR-TID-20128 (1)
QSAR-TID-69 (1)
QSAR-TID-117 (1)
QSAR-TID-100845 (1)
QSAR-TID-12789 (1)
QSAR-TID-103435 (1)
QSAR-TID-11530 (1)
QSAR-TID-11685 (1)
QSAR-TID-101477 (1)
QSAR-TID-101465 (1)
QSAR-TID-101417 (1)
QSAR-TID-11082 (1)
QSAR-TID-12862 (1)
QSAR-TID-11536 (1)
QSAR-TID-10889 (1)
QSAR-TID-10677 (1)
QSAR-TID-30026 (1)
QSAR-TID-30013 (1)
QSAR-TID-11626 (1)
QSAR-TID-11843 (1)
QSAR-TID-10323 (1)
QSAR-TID-10579 (1)
QSAR-TID-103088 (1)
QSAR-TID-20084 (1)
QSAR-TID-100429 (1)
QSAR-TID-128 (1)
QSAR-TID-10711 (1)
QSAR-TID-100852 (1)
QSAR-TID-100633 (1)
QSAR-TID-11046 (1)
QSAR-TID-100126 (1)
QSAR-TID-13004 (1)
QSAR-TID-17080 (1)
QSAR-TID-100098 (1)
QSAR-TID-12825 (1)
QSAR-TID-10613 (1)
QSAR-TID-11947 (1)
QSAR-TID-88 (1)
QSAR-TID-10131 (1)
QSAR-TID-10235 (1)
QSAR-TID-11336 (1)
QSAR-TID-10927 (1)
QSAR-TID-11926 (1)
QSAR-TID-10885 (1)
QSAR-TID-50 (1)
QSAR-TID-100412 (1)
QSAR-TID-12592 (1)
QSAR-TID-12567 (1)
QSAR-TID-116 (1)
QSAR-TID-17049 (1)
QSAR-TID-11288 (1)
QSAR-TID-36 (1)
QSAR-TID-14073 (1)
QSAR-TID-12670 (1)
QSAR-TID-11589 (1)
QSAR-TID-10486 (1)
QSAR-TID-10939 (1)
QSAR-TID-104261 (1)
QSAR-TID-10564 (1)
QSAR-TID-11638 (1)
QSAR-TID-12 (1)
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