Measure

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

Value per dataset

BNG(credit-a,nominal,1000000) (1) 16.145760851094
BNG(page-blocks,nominal,295245) (1) 9.4440030299658
BNG(credit-g,nominal,1000000) (1) 82.281013034653
BNG(pendigits,nominal,1000000) (1) 2.2451602261041
BNG(cylinder-bands,nominal,1000000) (1) 76.626274830293
BNG(dermatology,nominal,1000000) (1) 2.4667726400582
BNG(segment) (1) 1.0967453998382
balance-scale (1)
mfeat-factors (1)
breast-cancer (1) 43.798444139231
mfeat-fourier (1)
breast-w (1)
mfeat-karhunen (1)
bridges (1) 2.4118259488842
mfeat-morphological (1)
bridges (2) 2.6201470512422
mfeat-pixel (1) 4.1259539520417
BNG(anneal.ORIG,nominal,1000000) (1) 13.181853583708
BNG(kr-vs-kp) (1) 35.649385403203
BNG(labor,nominal,1000000) (1) 11.041644720325
BNG(letter,nominal,1000000) (1) 4.8814268605018
BNG(autos,nominal,1000000) (1) 12.993724045891
BNG(lymph,nominal,1000000) (1) 11.896723554806
BNG(breast-cancer,nominal,1000000) (1) 49.546156896791
BNG(mfeat-fourier,nominal,1000000) (1) 7.0917231557387
heart-h (1) 6.1211917065274
trains (1) 3.6530645480768
heart-statlog (1)
vehicle (1)
hepatitis (1) 14.111333699755
vote (1) 3.147607218763
hypothyroid (1) 145.55176285689
vowel (1)
ionosphere (1)
waveform-5000 (1)
zoo (1) 0.83183907126003
BNG(anneal,nominal,1000000) (1) 9.3814212137955
anneal (1) 4.6739000717755
kr-vs-kp (1) 29.814462977733
labor (1) 9.3170541937559
letter (1)
audiology (1) 1.3120573347977
liver-disorders (1)
autos (1) 3.8455598450917
BNG(mfeat-karhunen,nominal,1000000) (1) 6.7452088681302
BNG(bridges_version1,nominal,1000000) (1) 8.4263265550972
BNG(bridges_version2,nominal,1000000) (1) 8.5827194537734
BNG(mfeat-zernike,nominal,1000000) (1) 4.0800829747944
BNG(cmc,nominal,55296) (1) 44.123767108014
BNG(mushroom) (1) 8.3897263809091
pendigits (1)
cylinder-bands (1) 14.564657892004
postoperative-patient-data (1) 48.252502016747
dermatology (1) 1.667171026286
segment (1)
diabetes (1)
sick (1) 64.946012665492
ecoli (1)
sonar (1)
glass (1)
soybean (1) 0.89028783409221
haberman (1) 97.166233848077
hayes-roth_test (1)
splice (1) 25.839328913554
hayes-roth_train (1)
tae (1) 10.223547004174
heart-c (1) 9.2667233310692
tic-tac-toe (1) 80.697486342038
colic (1) 13.263103150301
nursery (1) 9.5758863300935
colic (2) 20.136840227255
optdigits (1)
credit-approval (1) 12.897922945278
page-blocks (1)
car (1) 14.666394799843
mfeat-zernike (1)
cmc (1) 41.259372029125
BNG(vehicle,nominal,1000000) (1) 9.1366737426623
BNG(hepatitis,nominal,1000000) (1) 16.832243728411
BNG(vote) (1) 3.0815438227384
BNG(hypothyroid,nominal,1000000) (1) 118.05968788471
BNG(vowel,nominal,1000000) (1) 13.244358088233
BNG(ionosphere) (1) 18.230972059151
BNG(waveform-5000,nominal,1000000) (1) 14.348111967651
BNG(zoo,nominal,1000000) (1) 2.158209727595
CovPokElec (1) 24.549535951729
covertype (3) 7.5241437044372
BNG(sick,nominal,1000000) (1) 83.808671973418
BNG(sonar,nominal,1000000) (1) 52.257079580728
BNG(glass,nominal,137781) (1) 5.7065046734592
BNG(soybean) (1) 2.0669624813539
BNG(spambase) (1) 21.665505268062
BNG(heart-c,nominal,1000000) (1) 12.085989808783
BNG(tic-tac-toe) (1) 74.011514256749
BNG(heart-h,nominal,1000000) (1) 12.14820015576
BNG(trains) (1) 30.861309015209
BNG(heart-statlog,nominal,1000000) (1) 12.490419816516
primary-tumor (1) 3.0655965962859
shuttle-landing-control (1) 5.1136978566149
solar-flare (1) 75.45855518191
solar-flare (2) 99.229423654902
spect_test (1) 43.251397527044
spect_train (1) 10.749377819282
spectf_test (1)
spectf_train (1)
adult (1) 22.835460176347
yeast (1)
satimage (1)
abalone (1) 5.7590418507836
kropt (1) 13.69226452132
braziltourism (1) 16.033788696429
wine (1)
eucalyptus (1) 8.0825303963019
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) 5.9543608751394
molecular-biology_promoters (1) 30.627896226406
monks-problems-1_test (1) 27.125611195376
monks-problems-1_train (1) 20.823480794786
monks-problems-2_test (1) 446.05008656346
monks-problems-2_train (1) 187.08756886799
monks-problems-3_test (1) 12.04678827695
monks-problems-3_train (1) 14.384146042448
Hyperplane_10_1E-3 (1)
Hyperplane_10_1E-4 (1)
LED(50000) (1) 13.077571500348
pokerhand (1) 238.95429698557
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) 2.2017867916207
20_newsgroups.drift (1) 1.2840632866331E+15
meta_all.arff (1)
meta_batchincremental.arff (1)
meta_instanceincremental.arff (1)
meta_stream_intervals.arff (1)
BNG(pendigits) (1)
BNG(cylinder-bands) (1) 62.149569024896
BNG(dermatology) (1) 2.3829675230761
BNG(sonar) (1)
BNG(glass) (1)
BNG(heart-c) (1) 9.6372767352631
BNG(heart-statlog) (1)
BNG(vehicle) (1)
BNG(hepatitis) (1) 15.722107443962
BNG(vowel) (1) 59022.94891628
oil_spill (1)
scene (1) 13.371809918407
spectrometer (1) 1.1267414301988
thyroid_sick (1) 64.946012665492
us_crime (1)
bridges (3) 2.315405075758
bridges (4) 2.5060552021869
hayes-roth (1)
BNG(breast-w) (1)
BNG(cmc) (1) 42.197975833238
BNG(colic) (1) 22.517021787646
BNG(credit-a) (1) 14.575257283178
BNG(page-blocks) (1)
Australian (1)
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
isolet (1)
BNG(anneal) (1) 8.2908842778762
BNG(anneal.ORIG) (2) 11.742185483759
BNG(letter) (2)
BNG(autos) (1) 12.022875794031
BNG(lymph) (1) 13.096306682824
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)
puma32H (1)
mammography (1)
flags (1) 4.5354237368691
wine_quality (1)
ipums_la_98-small (1) 10.012094785009
ipums_la_97-small (1) 18.646330995683
tr45.wc (1)
tr21.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) 6.9588774721004
SyskillWebert-BioMedical (1)
JapaneseVowels (1)
SyskillWebert-Sheep (1)
synthetic_control (1)
ipums_la_99-small (1) 10.601969993321
SyskillWebert-Bands (1)
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 7.2579288274867
white-clover (1) 9.8648939153019
sponge (1) 16.332161057284
aids (1)
webdata_wXa (1)
vehicle_sensIT (1)
chembl1075021test1 (1)
monks-problems-1 (1) 27.138145109045
monks-problems-3 (1) 12.781491121921
SPECT (1) 19.03667340781
SPECTF (1)
grub-damage (1) 8.5808642436318
pasture (1) 1.5318627772328
squash-stored (1) 6.127039184555
qsartox (1)
benzo32 (1)
uehling (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
irish (1) 3.0548302528718
analcatdata_broadwaymult (1) 4.3954813565795
cars (1) 3.1089390534416
analcatdata_birthday (1)
analcatdata_authorship (1)
analcatdata_reviewer (1) 23.172111381606
cjs (1) 2.3322497036281
analcatdata_marketing (1) 27.687983120157
analcatdata_bankruptcy (1)
collins (1) 0.72867366621044
analcatdata_cyyoung9302 (1) 31.575355751687
prnn_viruses (1) 3.2518409649606
analcatdata_creditscore (1) 13.684928853763
backache (1) 43.278038345634
schizo (1) 77.865474287425
confidence (1)
analcatdata_dmft (1) 47.17132990141
profb (1) 130.18675527953
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 15.944202135667
prnn_crabs (1)
analcatdata_homerun (1) 32.491209132058
tecator (1)
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
plasma_retinol (1)
arsenic-female-lung (1)
djdc0093 (1)
mnist_784 (1)
humandevel (1)
analcatdata_uktrainacc (1)
sleuth_ex1605 (1)
analcatdata_gsssexsurvey (2) 36.511759692063
analcatdata_gviolence (2)
vinnie (2)
autoMpg (2) 5.5812200740035
houses (2)
fri_c1_100_5 (2)
fri_c3_500_10 (2)
splice (2) 75.925512636485
nursery (2) 13.877316863622
visualizing_soil (2) 2.1461603074163
visualizing_hamster (2)
arsenic-male-bladder (2) 31.210082384838
quake (4)
fri_c0_1000_50 (2)
fri_c2_250_5 (2)
fri_c2_1000_5 (2)
fri_c2_1000_10 (2)
mbagrade (2) 9.6624496508003
fri_c0_500_50 (2)
gina_prior2 (1)
ada_agnostic (1)
kc1-top5 (1)
mozilla4 (1)
pc4 (1)
pc3 (1)
ESL (2)
sylva_agnostic (1)
gina_agnostic (1)
sponge (2) 27.208652672529
primary-tumor (2) 20.260923804913
bridges (5) 10.201826005171
analcatdata_broadway (2) 4.6847300628769
kdd_ipums_la_97-small (1) 7.5172485257158
prnn_fglass (2)
analcatdata_bondrate (2) 18.14671590892
hypothyroid (2) 201.19236971379
heart-c (2) 9.2667233310692
collins (2) 4.7520213109201
arrhythmia (2) 17.49536023365
ipums_la_99-small (2) 103.05798783844
page-blocks (2)
mfeat-pixel (2) 43.308109146268
grub-damage (2) 16.121400323782
LEV (1)
ERA (1)
mfeat-morphological (2)
cars (2) 6.3292036389082
analcatdata_authorship (2)
optdigits (2)
AP_Prostate_Uterus (1)
AP_Omentum_Lung (1)
AP_Endometrium_Colon (1)
OVA_Kidney (1)
AP_Colon_Prostate (1)
AP_Lung_Uterus (1)
AP_Colon_Kidney (1)
OVA_Uterus (1)
OVA_Omentum (1)
AP_Ovary_Lung (1)
badges2 (1) 1.3429464311581
AP_Breast_Prostate (1)
AP_Endometrium_Breast (1)
AP_Omentum_Uterus (1)
AP_Omentum_Prostate (1)
AP_Colon_Lung (1)
AP_Breast_Omentum (1)
OVA_Breast (1)
AP_Uterus_Kidney (1)
OVA_Lung (1)
lymphoma_2classes (1)
lymphoma_9classes (1)
yeast_gene (1)
leukemia (1)
GCM (1)
tumors_C (1)
lymphoma_11classes (1)
KDDCup99_full (1) 0.31360048737867
anthracyclineTaxaneChemotherapy (1)
ovarianTumour (1)
hepatitisC (1)
variousCancers_final (1)
USCrime (1)
KDDCup09_appetency (1) 399.41533427204
KDDCup09_churn (1) 177.82059378512
KDDCup99 (1) 0.30865035300077
KDDCup09_upselling (1) 148.76814141029
teachingAssistant (1) 8.8044524528362
musk (1) 6.3918687603254
desharnais (2)
chess (1) 13.69226452132
adult-census (1) 23.690354536347
MagicTelescope (1)
mw1 (1)
qqdefects_numeric (1)
jEdit_4.0_4.2 (1)
desharnais (1)
datatrieve (1)
nasa_numeric (1)
rsctc2010_1 (1)
rsctc2010_2 (1)
rsctc2010_3 (1)
rsctc2010_4 (1)
ar6 (1)
kc1 (1)
pc1 (1)
pc2 (1)
kc1-numeric (1)
jm1 (1)
cm1_req (1) 601.21077464801
mc1 (1)
humans_numeric (1)
ar1 (1)
Acorns (1)
Cereals (1) 0.82162149243927
FacultySalaries (1)
ICU (1)
AP_Endometrium_Prostate (1)
OVA_Endometrium (1)
AP_Colon_Omentum (1)
AP_Prostate_Kidney (1)
AP_Breast_Colon (1)
OVA_Prostate (1)
AP_Omentum_Kidney (1)
AP_Breast_Uterus (1)
AP_Ovary_Kidney (1)
AP_Breast_Lung (1)
AP_Endometrium_Omentum (1)
AP_Prostate_Ovary (1)
AP_Colon_Ovary (1)
AP_Endometrium_Lung (1)
AP_Prostate_Lung (1)
AP_Omentum_Ovary (1)
AP_Endometrium_Kidney (1)
AP_Breast_Kidney (1)
AP_Endometrium_Ovary (1)
AP_Colon_Uterus (1)
OVA_Colon (1)
AP_Ovary_Uterus (1)
AP_Lung_Kidney (1)
AP_Endometrium_Uterus (1)
AP_Breast_Ovary (1)
OVA_Ovary (1)
pc1_req (1) 57.238579000403
airlines (1) 199.18172328603
BNG(spectf_test) (1)
BNG(adult) (1) 24.558729300544
BNG(satimage) (1)
BNG(baseball) (1)
BNG(wine) (1)
BNG(eucalyptus) (1) 16.74758919077
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(primary-tumor) (1) 5.389649016923
BNG(solar-flare) (1) 100.12672851709
BNG(solar-flare) (1) 154.10997249434
BNG(spect_test) (1) 158.52640992604
BNG(breastTumor) (1)
BNG(cpu_small) (1)
BNG(pwLinear) (1)
BNG(wine_quality) (1)
BNG(Australian) (1)
BNG(satellite_image) (1)
BNG(Ailerons) (1)
BNG(libras_move) (1)
BNG(vowel) (2) 41450.015716515
BNG(puma32H) (1)
BNG(SPECT) (1) 49.402016277883
BNG(SPECTF) (1)
BNG(mv) (1)
BNG(JapaneseVowels) (1)
Click_prediction_small (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(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
letter-challenge-unlabeled.arff (1)
letter-challenge-labeled.arff (1)
Click_prediction_small (7)
Click_prediction_small (6)
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)
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