Data
enron

enron

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Multi-label dataset. The UC Berkeley enron4 dataset represents a subset of the original enron5 dataset and consists of 1684 cases of emails with 21 labels and 1001 predictor variables.

1054 features

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financialnominal2 unique values
0 missing
opportunitynominal2 unique values
0 missing
strongnominal2 unique values
0 missing
associationnominal2 unique values
0 missing
findnominal2 unique values
0 missing
opposednominal2 unique values
0 missing
structurenominal2 unique values
0 missing
attachednominal2 unique values
0 missing
firenominal2 unique values
0 missing
ordernominal2 unique values
0 missing
studynominal2 unique values
0 missing
attorneynominal2 unique values
0 missing
firednominal2 unique values
0 missing
orderednominal2 unique values
0 missing
subjectnominal2 unique values
0 missing
augustnominal2 unique values
0 missing
firmnominal2 unique values
0 missing
orgnominal2 unique values
0 missing
suggestednominal2 unique values
0 missing
authoritynominal2 unique values
0 missing
firmsnominal2 unique values
0 missing
organizationnominal2 unique values
0 missing
summernominal2 unique values
0 missing
averagenominal2 unique values
0 missing
focusnominal2 unique values
0 missing
originalnominal2 unique values
0 missing
suppliersnominal2 unique values
0 missing
avoidnominal2 unique values
0 missing
follownominal2 unique values
0 missing
outagesnominal2 unique values
0 missing
suppliesnominal2 unique values
0 missing
backnominal2 unique values
0 missing
forcenominal2 unique values
0 missing
outputnominal2 unique values
0 missing
supplynominal2 unique values
0 missing
badnominal2 unique values
0 missing
forcednominal2 unique values
0 missing
owednominal2 unique values
0 missing
supportnominal2 unique values
0 missing
banknominal2 unique values
0 missing
formnominal2 unique values
0 missing
ownednominal2 unique values
0 missing
surplusnominal2 unique values
0 missing
bankruptcynominal2 unique values
0 missing
forwardnominal2 unique values
0 missing
ownsnominal2 unique values
0 missing
susannominal2 unique values
0 missing
basednominal2 unique values
0 missing
forwardednominal2 unique values
0 missing
pacificnominal2 unique values
0 missing
systemnominal2 unique values
0 missing
basisnominal2 unique values
0 missing
foundnominal2 unique values
0 missing
pagenominal2 unique values
0 missing
systemsnominal2 unique values
0 missing
baynominal2 unique values
0 missing
francisconominal2 unique values
0 missing
paidnominal2 unique values
0 missing
takingnominal2 unique values
0 missing
beachnominal2 unique values
0 missing
franknominal2 unique values
0 missing
palmernominal2 unique values
0 missing
talknominal2 unique values
0 missing
beenominal2 unique values
0 missing
freenominal2 unique values
0 missing
panelnominal2 unique values
0 missing
talkingnominal2 unique values
0 missing
begannominal2 unique values
0 missing
frinominal2 unique values
0 missing
parentnominal2 unique values
0 missing
talksnominal2 unique values
0 missing
beginnominal2 unique values
0 missing
fridaynominal2 unique values
0 missing
partnominal2 unique values
0 missing
taxnominal2 unique values
0 missing
beginningnominal2 unique values
0 missing
fuelnominal2 unique values
0 missing
partiesnominal2 unique values
0 missing
taxpayersnominal2 unique values
0 missing
behalfnominal2 unique values
0 missing
fullnominal2 unique values
0 missing
partynominal2 unique values
0 missing
teamnominal2 unique values
0 missing
believesnominal2 unique values
0 missing
fullynominal2 unique values
0 missing
pasonominal2 unique values
0 missing
technologynominal2 unique values
0 missing
bidnominal2 unique values
0 missing
fundnominal2 unique values
0 missing
passnominal2 unique values
0 missing
temporarynominal2 unique values
0 missing
bignominal2 unique values
0 missing
futurenominal2 unique values
0 missing
passednominal2 unique values
0 missing
termnominal2 unique values
0 missing
biggestnominal2 unique values
0 missing
fwnominal2 unique values
0 missing
pastnominal2 unique values
0 missing
termsnominal2 unique values
0 missing
billnominal2 unique values
0 missing
garynominal2 unique values
0 missing
paulnominal2 unique values
0 missing
texasnominal2 unique values
0 missing
billionnominal2 unique values
0 missing
gasnominal2 unique values
0 missing
paynominal2 unique values
0 missing
thingnominal2 unique values
0 missing
billionsnominal2 unique values
0 missing
gavenominal2 unique values
0 missing
payingnominal2 unique values
0 missing
thingsnominal2 unique values
0 missing
billsnominal2 unique values
0 missing
genominal2 unique values
0 missing
paymentnominal2 unique values
0 missing
thoughtnominal2 unique values
0 missing
binnominal2 unique values
0 missing
generalnominal2 unique values
0 missing
paymentsnominal2 unique values
0 missing
thursdaynominal2 unique values
0 missing
biomassnominal2 unique values
0 missing
generatenominal2 unique values
0 missing
peaknominal2 unique values
0 missing
timnominal2 unique values
0 missing
blackoutnominal2 unique values
0 missing
generatingnominal2 unique values
0 missing
peoplenominal2 unique values
0 missing
timenominal2 unique values
0 missing
blackoutsnominal2 unique values
0 missing
generationnominal2 unique values
0 missing
percentnominal2 unique values
0 missing
timesnominal2 unique values
0 missing
blocknominal2 unique values
0 missing
generatornominal2 unique values
0 missing
periodnominal2 unique values
0 missing
todaynominal2 unique values
0 missing
boardnominal2 unique values
0 missing
generatorsnominal2 unique values
0 missing
peternominal2 unique values
0 missing
toldnominal2 unique values
0 missing
bobnominal2 unique values
0 missing
georgenominal2 unique values
0 missing
pgnominal2 unique values
0 missing
tomnominal2 unique values
0 missing
bondnominal2 unique values
0 missing
givenominal2 unique values
0 missing
phonenominal2 unique values
0 missing
tomorrownominal2 unique values
0 missing
bondsnominal2 unique values
0 missing
goodnominal2 unique values
0 missing
pipelinenominal2 unique values
0 missing
topnominal2 unique values
0 missing
bordernominal2 unique values
0 missing
gopnominal2 unique values
0 missing
placenominal2 unique values
0 missing
totalnominal2 unique values
0 missing
boughtnominal2 unique values
0 missing
govnominal2 unique values
0 missing
plannominal2 unique values
0 missing
tradenominal2 unique values
0 missing
bringnominal2 unique values
0 missing
governmentnominal2 unique values
0 missing
plannednominal2 unique values
0 missing
tradersnominal2 unique values
0 missing
budgetnominal2 unique values
0 missing
governornominal2 unique values
0 missing
planningnominal2 unique values
0 missing
tradingnominal2 unique values
0 missing
buildnominal2 unique values
0 missing
graynominal2 unique values
0 missing
plansnominal2 unique values
0 missing
transmissionnominal2 unique values
0 missing
buildingnominal2 unique values
0 missing
greatnominal2 unique values
0 missing
plantnominal2 unique values
0 missing
tuesdaynominal2 unique values
0 missing
builtnominal2 unique values
0 missing
greaternominal2 unique values
0 missing
plantsnominal2 unique values
0 missing
turnnominal2 unique values
0 missing
bushnominal2 unique values
0 missing
gregnominal2 unique values
0 missing
pmnominal2 unique values
0 missing
understandnominal2 unique values
0 missing
businessnominal2 unique values
0 missing
gridnominal2 unique values
0 missing
pmtonominal2 unique values
0 missing
unionnominal2 unique values
0 missing
businessesnominal2 unique values
0 missing
groupnominal2 unique values
0 missing
pointnominal2 unique values
0 missing
unitnominal2 unique values
0 missing
buynominal2 unique values
0 missing
groupsnominal2 unique values
0 missing
pointsnominal2 unique values
0 missing
unitednominal2 unique values
0 missing
buyingnominal2 unique values
0 missing
growingnominal2 unique values
0 missing
policiesnominal2 unique values
0 missing
unitsnominal2 unique values
0 missing
canominal2 unique values
0 missing
growthnominal2 unique values
0 missing
policynominal2 unique values
0 missing
universitynominal2 unique values
0 missing
calnominal2 unique values
0 missing
halfnominal2 unique values
0 missing
politicalnominal2 unique values
0 missing
updatenominal2 unique values
0 missing
calenergynominal2 unique values
0 missing
handnominal2 unique values
0 missing
pollutionnominal2 unique values
0 missing
usersnominal2 unique values
0 missing
califnominal2 unique values
0 missing
hardnominal2 unique values
0 missing
positionnominal2 unique values
0 missing
utilitiesnominal2 unique values
0 missing
californianominal2 unique values
0 missing
havennominal2 unique values
0 missing
potentialnominal2 unique values
0 missing
utilitynominal2 unique values
0 missing
californiansnominal2 unique values
0 missing
headnominal2 unique values
0 missing
powernominal2 unique values
0 missing
valleynominal2 unique values
0 missing
callnominal2 unique values
0 missing
healthnominal2 unique values
0 missing
preliminarynominal2 unique values
0 missing
vicenominal2 unique values
0 missing
callednominal2 unique values
0 missing
heardnominal2 unique values
0 missing
presidentnominal2 unique values
0 missing
viewnominal2 unique values
0 missing
callsnominal2 unique values
0 missing
hearingnominal2 unique values
0 missing
pressnominal2 unique values
0 missing
vincenominal2 unique values
0 missing
calpinenominal2 unique values
0 missing
hearingsnominal2 unique values
0 missing
pressurenominal2 unique values
0 missing
visitnominal2 unique values
0 missing
campaignnominal2 unique values
0 missing
heatnominal2 unique values
0 missing
pricenominal2 unique values
0 missing
votenominal2 unique values
0 missing
capnominal2 unique values
0 missing
hebertnominal2 unique values
0 missing
pricesnominal2 unique values
0 missing
wallnominal2 unique values
0 missing
capacitynominal2 unique values
0 missing
heldnominal2 unique values
0 missing
pricingnominal2 unique values
0 missing
wantednominal2 unique values
0 missing
capitolnominal2 unique values
0 missing
highnominal2 unique values
0 missing
privatenominal2 unique values
0 missing
warningnominal2 unique values
0 missing
capsnominal2 unique values
0 missing
highernominal2 unique values
0 missing
problemnominal2 unique values
0 missing
washingtonnominal2 unique values
0 missing
casenominal2 unique values
0 missing
hitnominal2 unique values
0 missing
problemsnominal2 unique values
0 missing
waternominal2 unique values
0 missing
cashnominal2 unique values
0 missing
holdnominal2 unique values
0 missing
proceduresnominal2 unique values
0 missing
waysnominal2 unique values
0 missing
ccnominal2 unique values
0 missing
homenominal2 unique values
0 missing
processnominal2 unique values
0 missing
weathernominal2 unique values
0 missing
centernominal2 unique values
0 missing
homesnominal2 unique values
0 missing
producenominal2 unique values
0 missing
webnominal2 unique values
0 missing
centsnominal2 unique values
0 missing
hopenominal2 unique values
0 missing
producersnominal2 unique values
0 missing
wednominal2 unique values
0 missing
ceonominal2 unique values
0 missing
hotnominal2 unique values
0 missing
productionnominal2 unique values
0 missing
wednesdaynominal2 unique values
0 missing
cginominal2 unique values
0 missing
hounominal2 unique values
0 missing
profitnominal2 unique values
0 missing
weeknominal2 unique values
0 missing
chairmannominal2 unique values
0 missing
hournominal2 unique values
0 missing
profitsnominal2 unique values
0 missing
weeksnominal2 unique values
0 missing
chancenominal2 unique values
0 missing
hoursnominal2 unique values
0 missing
programnominal2 unique values
0 missing
westnominal2 unique values
0 missing
changenominal2 unique values
0 missing
housenominal2 unique values
0 missing
programsnominal2 unique values
0 missing
westernnominal2 unique values
0 missing
changednominal2 unique values
0 missing
houstonnominal2 unique values
0 missing
projectnominal2 unique values
0 missing
whitenominal2 unique values
0 missing
chargenominal2 unique values
0 missing
httpnominal2 unique values
0 missing
projectsnominal2 unique values
0 missing
wholesalenominal2 unique values
0 missing
chargednominal2 unique values
0 missing
hugenominal2 unique values
0 missing
proposalnominal2 unique values
0 missing
williamsnominal2 unique values
0 missing
cheneynominal2 unique values
0 missing
ideanominal2 unique values
0 missing
proposalsnominal2 unique values
0 missing
windnominal2 unique values
0 missing
chiefnominal2 unique values
0 missing
imagenominal2 unique values
0 missing
proposednominal2 unique values
0 missing
wolaknominal2 unique values
0 missing
chrisnominal2 unique values
0 missing
immediatelynominal2 unique values
0 missing
protectionnominal2 unique values
0 missing
wonnominal2 unique values
0 missing
chronnominal2 unique values
0 missing
impactnominal2 unique values
0 missing
providenominal2 unique values
0 missing
woodnominal2 unique values
0 missing
chroniclenominal2 unique values
0 missing
importantnominal2 unique values
0 missing
providednominal2 unique values
0 missing
wordsnominal2 unique values
0 missing
citynominal2 unique values
0 missing
includenominal2 unique values
0 missing
providersnominal2 unique values
0 missing
wordsheadlinenominal2 unique values
0 missing
clearnominal2 unique values
0 missing
includednominal2 unique values
0 missing
publicnominal2 unique values
0 missing
worknominal2 unique values
0 missing
closenominal2 unique values
0 missing
includingnominal2 unique values
0 missing
publishednominal2 unique values
0 missing
workersnominal2 unique values
0 missing
closednominal2 unique values
0 missing
increasenominal2 unique values
0 missing
pucnominal2 unique values
0 missing
workingnominal2 unique values
0 missing
coalnominal2 unique values
0 missing
increasednominal2 unique values
0 missing
purchasenominal2 unique values
0 missing
worldnominal2 unique values
0 missing
comingnominal2 unique values
0 missing
increasesnominal2 unique values
0 missing
purchasednominal2 unique values
0 missing
writernominal2 unique values
0 missing
commentnominal2 unique values
0 missing
independentnominal2 unique values
0 missing
purchasesnominal2 unique values
0 missing
writersnominal2 unique values
0 missing
commentsnominal2 unique values
0 missing
indianominal2 unique values
0 missing
purchasingnominal2 unique values
0 missing
wwwnominal2 unique values
0 missing
commercialnominal2 unique values
0 missing
industrialnominal2 unique values
0 missing
pushnominal2 unique values
0 missing
yearnominal2 unique values
0 missing
commissionnominal2 unique values
0 missing
industrynominal2 unique values
0 missing
putnominal2 unique values
0 missing
yearsnominal2 unique values
0 missing
commissionernominal2 unique values
0 missing
informationnominal2 unique values
0 missing
pxnominal2 unique values
0 missing
yesterdaynominal2 unique values
0 missing
commissionersnominal2 unique values
0 missing
institutenominal2 unique values
0 missing
qfnominal2 unique values
0 missing
yorknominal2 unique values
0 missing
committeenominal2 unique values
0 missing
intendednominal2 unique values
0 missing
qfsnominal2 unique values
0 missing
communicationsnominal2 unique values
0 missing
interestnominal2 unique values
0 missing
qualifyingnominal2 unique values
0 missing
companiesnominal2 unique values
0 missing
internationalnominal2 unique values
0 missing
qualitynominal2 unique values
0 missing
companynominal2 unique values
0 missing
investigationnominal2 unique values
0 missing
questionnominal2 unique values
0 missing
competitionnominal2 unique values
0 missing
investmentnominal2 unique values
0 missing
questionsnominal2 unique values
0 missing

62 properties

1702
Number of instances (rows) of the dataset.
1054
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
0
Number of numeric attributes.
1054
Number of nominal attributes.
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
2
The minimal number of distinct values among attributes of the nominal type.
0
Percentage of numeric attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
2
The maximum number of distinct values among attributes of the nominal type.
Minimum skewness among attributes of the numeric type.
100
Percentage of nominal attributes.
Third quartile of skewness among attributes of the numeric type.
Maximum skewness among attributes of the numeric type.
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
Third quartile of standard deviation of attributes of the numeric type.
Maximum standard deviation of attributes of the numeric type.
1.53
Percentage of instances belonging to the least frequent class.
First quartile of kurtosis among attributes of the numeric type.
0
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
26
Number of instances belonging to the least frequent class.
First quartile of means among attributes of the numeric type.
Mean kurtosis among attributes of the numeric type.
1054
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
Mean of means among attributes of the numeric type.
First quartile of skewness among attributes of the numeric type.
0.97
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
First quartile of standard deviation of attributes of the numeric type.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
0.62
Number of attributes divided by the number of instances.
2
Average number of distinct values among the attributes of the nominal type.
Second quartile (Median) of kurtosis among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
Mean skewness among attributes of the numeric type.
Second quartile (Median) of means among attributes of the numeric type.
98.47
Percentage of instances belonging to the most frequent class.
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
1676
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
Second quartile (Median) of skewness among attributes of the numeric type.
Maximum entropy among attributes.
Minimum kurtosis among attributes of the numeric type.
100
Percentage of binary attributes.
Second quartile (Median) of standard deviation of attributes of the numeric type.
Third quartile of entropy among attributes.
Maximum kurtosis among attributes of the numeric type.
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of kurtosis among attributes of the numeric type.
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.

5 tasks

1 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: A.A5
0 runs - estimation_procedure: 50 times Clustering
0 runs - target_feature: unknown
0 runs - estimation_procedure: 50 times Clustering
Define a new task