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la2s.wc

active Sparse_ARFF Publicly available Visibility: public Uploaded 28-09-2014 by Joaquin Vanschoren
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12433 features

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impresario	numeric	2 unique values 0 missing
inventori	numeric	5 unique values 0 missing
kan	numeric	4 unique values 0 missing
laugh	numeric	4 unique values 0 missing
lodyga	numeric	4 unique values 0 missing
marcu	numeric	4 unique values 0 missing
merv	numeric	2 unique values 0 missing
morrow	numeric	3 unique values 0 missing
nichol	numeric	4 unique values 0 missing
optim	numeric	3 unique values 0 missing
parish	numeric	5 unique values 0 missing
pick	numeric	7 unique values 0 missing
preciou	numeric	3 unique values 0 missing
puzzl	numeric	2 unique values 0 missing
reduct	numeric	5 unique values 0 missing
rex	numeric	2 unique values 0 missing
sabre	numeric	4 unique values 0 missing
seed	numeric	11 unique values 0 missing
shun	numeric	2 unique values 0 missing
solomon	numeric	4 unique values 0 missing
statist	numeric	5 unique values 0 missing
sunnyval	numeric	3 unique values 0 missing
tehran	numeric	6 unique values 0 missing
touche	numeric	3 unique values 0 missing
uncommon	numeric	2 unique values 0 missing
vallei	numeric	13 unique values 0 missing
warsaw	numeric	5 unique values 0 missing
woolf	numeric	3 unique values 0 missing
abe	numeric	3 unique values 0 missing
alfredo	numeric	4 unique values 0 missing
arizona	numeric	8 unique values 0 missing
ballet	numeric	13 unique values 0 missing
billie	numeric	2 unique values 0 missing
breakawai	numeric	2 unique values 0 missing
calexico	numeric	3 unique values 0 missing
chappell	numeric	3 unique values 0 missing
cloudi	numeric	3 unique values 0 missing
consid	numeric	6 unique values 0 missing
crow	numeric	5 unique values 0 missing
delicaci	numeric	2 unique values 0 missing
disgust	numeric	2 unique values 0 missing
durabl	numeric	2 unique values 0 missing
enroll	numeric	4 unique values 0 missing
fabul	numeric	3 unique values 0 missing
flashlight	numeric	2 unique values 0 missing
fundamentalist	numeric	8 unique values 0 missing
gore	numeric	3 unique values 0 missing
hara	numeric	3 unique values 0 missing
hollei	numeric	2 unique values 0 missing
impress	numeric	4 unique values 0 missing
invest	numeric	14 unique values 0 missing
kane	numeric	3 unique values 0 missing
laughabl	numeric	2 unique values 0 missing
loft	numeric	4 unique values 0 missing
mardi	numeric	4 unique values 0 missing
meryl	numeric	2 unique values 0 missing
morse	numeric	7 unique values 0 missing
nichola	numeric	2 unique values 0 missing
optimist	numeric	4 unique values 0 missing
parishion	numeric	3 unique values 0 missing
picket	numeric	4 unique values 0 missing
precipic	numeric	2 unique values 0 missing
puzzle	numeric	3 unique values 0 missing
redund	numeric	2 unique values 0 missing
reye	numeric	4 unique values 0 missing
sac	numeric	3 unique values 0 missing
seek	numeric	6 unique values 0 missing
shut	numeric	5 unique values 0 missing
solti	numeric	4 unique values 0 missing
staton	numeric	2 unique values 0 missing
sunset	numeric	5 unique values 0 missing
tejon	numeric	2 unique values 0 missing
touchston	numeric	3 unique values 0 missing
uncompromis	numeric	3 unique values 0 missing
vallejo	numeric	2 unique values 0 missing
warship	numeric	2 unique values 0 missing
woolridg	numeric	2 unique values 0 missing
abet	numeric	2 unique values 0 missing
algebra	numeric	2 unique values 0 missing
ark	numeric	2 unique values 0 missing
ballgam	numeric	3 unique values 0 missing
billion	numeric	16 unique values 0 missing
breakdown	numeric	3 unique values 0 missing
calf	numeric	2 unique values 0 missing
chapter	numeric	6 unique values 0 missing
clout	numeric	3 unique values 0 missing
consider	numeric	3 unique values 0 missing
crowd	numeric	7 unique values 0 missing
delici	numeric	2 unique values 0 missing
dish	numeric	5 unique values 0 missing
duran	numeric	7 unique values 0 missing
ensembl	numeric	4 unique values 0 missing
fac	numeric	4 unique values 0 missing
flate	numeric	3 unique values 0 missing
funer	numeric	9 unique values 0 missing
gorgeou	numeric	2 unique values 0 missing
harass	numeric	4 unique values 0 missing
hollenbeck	numeric	3 unique values 0 missing
imprint	numeric	2 unique values 0 missing
investig	numeric	17 unique values 0 missing
kansa	numeric	5 unique values 0 missing
laughter	numeric	3 unique values 0 missing
lofti	numeric	2 unique values 0 missing
mare	numeric	3 unique values 0 missing
mesa	numeric	8 unique values 0 missing
mort	numeric	3 unique values 0 missing
nicholl	numeric	5 unique values 0 missing
option	numeric	8 unique values 0 missing
park	numeric	14 unique values 0 missing
pickup	numeric	5 unique values 0 missing
precipit	numeric	3 unique values 0 missing
pyramid	numeric	5 unique values 0 missing
redwood	numeric	2 unique values 0 missing
reynold	numeric	7 unique values 0 missing
sack	numeric	3 unique values 0 missing
seeker	numeric	3 unique values 0 missing
shutdown	numeric	3 unique values 0 missing
solution	numeric	4 unique values 0 missing
statu	numeric	6 unique values 0 missing
sunshin	numeric	3 unique values 0 missing
tel	numeric	2 unique values 0 missing
tough	numeric	5 unique values 0 missing
unconcern	numeric	2 unique values 0 missing
valor	numeric	2 unique values 0 missing
wartim	numeric	2 unique values 0 missing
word	numeric	7 unique values 0 missing
abhorr	numeric	2 unique values 0 missing
algeria	numeric	2 unique values 0 missing
arkansa	numeric	4 unique values 0 missing
ballhandl	numeric	2 unique values 0 missing
billionair	numeric	3 unique values 0 missing
breaker	numeric	2 unique values 0 missing
calgari	numeric	5 unique values 0 missing
charact	numeric	8 unique values 0 missing
clown	numeric	2 unique values 0 missing
consign	numeric	3 unique values 0 missing
crowe	numeric	3 unique values 0 missing
delight	numeric	3 unique values 0 missing
dishe	numeric	6 unique values 0 missing
durham	numeric	4 unique values 0 missing
ensenada	numeric	5 unique values 0 missing
facad	numeric	3 unique values 0 missing
flatli	numeric	3 unique values 0 missing
fung	numeric	2 unique values 0 missing
gorman	numeric	5 unique values 0 missing
harbor	numeric	7 unique values 0 missing
holli	numeric	3 unique values 0 missing
imprison	numeric	3 unique values 0 missing
investor	numeric	13 unique values 0 missing
kaplan	numeric	3 unique values 0 missing
launch	numeric	5 unique values 0 missing
log	numeric	5 unique values 0 missing
maree	numeric	2 unique values 0 missing
mesh	numeric	2 unique values 0 missing
morta;	numeric	2 unique values 0 missing
nicholson	numeric	4 unique values 0 missing
opu	numeric	5 unique values 0 missing
parker	numeric	5 unique values 0 missing
picnic	numeric	2 unique values 0 missing
precis	numeric	3 unique values 0 missing
python	numeric	3 unique values 0 missing
reel	numeric	3 unique values 0 missing
reza	numeric	4 unique values 0 missing
sacr	numeric	3 unique values 0 missing
seemingli	numeric	3 unique values 0 missing
shutout	numeric	4 unique values 0 missing
solv	numeric	2 unique values 0 missing
statue	numeric	4 unique values 0 missing
sununu	numeric	3 unique values 0 missing
telecast	numeric	5 unique values 0 missing
toughen	numeric	2 unique values 0 missing
uncondit	numeric	2 unique values 0 missing
valu	numeric	3 unique values 0 missing
wash	numeric	6 unique values 0 missing
wore	numeric	4 unique values 0 missing
abid	numeric	2 unique values 0 missing
alhambra	numeric	2 unique values 0 missing
arkatov	numeric	3 unique values 0 missing
ballist	numeric	4 unique values 0 missing
billit	numeric	2 unique values 0 missing
breakfast	numeric	3 unique values 0 missing
calhoun	numeric	3 unique values 0 missing
character	numeric	3 unique values 0 missing
club	numeric	16 unique values 0 missing
consist	numeric	4 unique values 0 missing
crowlei	numeric	2 unique values 0 missing
delinqu	numeric	3 unique values 0 missing
dishearten	numeric	2 unique values 0 missing
dusk	numeric	2 unique values 0 missing
ensu	numeric	2 unique values 0 missing
facet	numeric	2 unique values 0 missing
flatten	numeric	3 unique values 0 missing
funk	numeric	3 unique values 0 missing
gorsek	numeric	2 unique values 0 missing
harbour	numeric	3 unique values 0 missing
hollow	numeric	3 unique values 0 missing
improb	numeric	3 unique values 0 missing
invigor	numeric	2 unique values 0 missing
karat	numeric	3 unique values 0 missing
launcher	numeric	2 unique values 0 missing
logan	numeric	4 unique values 0 missing
margaret	numeric	4 unique values 0 missing
mess	numeric	3 unique values 0 missing
mortal	numeric	3 unique values 0 missing
nick	numeric	3 unique values 0 missing
oral	numeric	4 unique values 0 missing
parkwai	numeric	3 unique values 0 missing
pico	numeric	5 unique values 0 missing
precision	numeric	2 unique values 0 missing
quadrupl	numeric	3 unique values 0 missing
reelect	numeric	3 unique values 0 missing
rezon	numeric	2 unique values 0 missing
sacramento	numeric	6 unique values 0 missing
seen	numeric	7 unique values 0 missing
shutter	numeric	2 unique values 0 missing
solve	numeric	3 unique values 0 missing
statur	numeric	3 unique values 0 missing
super	numeric	9 unique values 0 missing
telecommun	numeric	3 unique values 0 missing
tougher	numeric	3 unique values 0 missing
unconsci	numeric	2 unique values 0 missing
valuabl	numeric	3 unique values 0 missing
washburn	numeric	3 unique values 0 missing
workahol	numeric	2 unique values 0 missing
abil	numeric	4 unique values 0 missing
ali	numeric	6 unique values 0 missing
arlen	numeric	2 unique values 0 missing
ballo	numeric	3 unique values 0 missing
billow	numeric	2 unique values 0 missing
breakthrough	numeric	3 unique values 0 missing
calib	numeric	4 unique values 0 missing
characterist	numeric	3 unique values 0 missing
clubhous	numeric	4 unique values 0 missing
consol	numeric	3 unique values 0 missing
crown	numeric	4 unique values 0 missing
deliv	numeric	5 unique values 0 missing
disintegr	numeric	3 unique values 0 missing
dust	numeric	2 unique values 0 missing
ensur	numeric	3 unique values 0 missing
facial	numeric	2 unique values 0 missing
flavor	numeric	5 unique values 0 missing
funki	numeric	3 unique values 0 missing
gosh	numeric	2 unique values 0 missing
hard	numeric	7 unique values 0 missing
hollowai	numeric	4 unique values 0 missing
impromptu	numeric	2 unique values 0 missing
invis	numeric	2 unique values 0 missing
karcher	numeric	7 unique values 0 missing
launder	numeric	3 unique values 0 missing
logic	numeric	4 unique values 0 missing
margarita	numeric	4 unique values 0 missing
messag	numeric	7 unique values 0 missing
mortar	numeric	2 unique values 0 missing
nickel	numeric	2 unique values 0 missing
orang	numeric	16 unique values 0 missing
parlai	numeric	2 unique values 0 missing
pictur	numeric	8 unique values 0 missing
preclud	numeric	2 unique values 0 missing
quaint	numeric	3 unique values 0 missing
reese	numeric	3 unique values 0 missing
rhetor	numeric	3 unique values 0 missing
sacrif	numeric	2 unique values 0 missing
segal	numeric	4 unique values 0 missing
shuttl	numeric	2 unique values 0 missing
solvent	numeric	3 unique values 0 missing
statut	numeric	4 unique values 0 missing
superb	numeric	2 unique values 0 missing
telegram	numeric	3 unique values 0 missing
toughest	numeric	3 unique values 0 missing
unconstitut	numeric	4 unique values 0 missing
value	numeric	7 unique values 0 missing
washer	numeric	2 unique values 0 missing
workdai	numeric	3 unique values 0 missing
able	numeric	5 unique values 0 missing
alias	numeric	2 unique values 0 missing
arlington	numeric	2 unique values 0 missing
balloon	numeric	3 unique values 0 missing
biltmor	numeric	3 unique values 0 missing
breakup	numeric	3 unique values 0 missing
calif	numeric	3 unique values 0 missing
charad	numeric	2 unique values 0 missing
clue	numeric	4 unique values 0 missing
consolid	numeric	5 unique values 0 missing
crucial	numeric	3 unique values 0 missing
deliveri	numeric	5 unique values 0 missing
disk	numeric	5 unique values 0 missing
dusti	numeric	3 unique values 0 missing
entangl	numeric	2 unique values 0 missing
facil	numeric	9 unique values 0 missing
flaw	numeric	3 unique values 0 missing
funnel	numeric	2 unique values 0 missing
gospel	numeric	5 unique values 0 missing
harden	numeric	3 unique values 0 missing
hollywood	numeric	8 unique values 0 missing
improp	numeric	3 unique values 0 missing
invit	numeric	7 unique values 0 missing
kareem	numeric	7 unique values 0 missing
laundri	numeric	3 unique values 0 missing
logist	numeric	2 unique values 0 missing
margin	numeric	5 unique values 0 missing
messeng	numeric	2 unique values 0 missing
mortgag	numeric	7 unique values 0 missing
nickerson	numeric	4 unique values 0 missing
orangemen	numeric	3 unique values 0 missing
parliam	numeric	5 unique values 0 missing
picturesqu	numeric	2 unique values 0 missing
precoci	numeric	2 unique values 0 missing
quake	numeric	6 unique values 0 missing
reevalu	numeric	2 unique values 0 missing
rhoade	numeric	2 unique values 0 missing
sacrific	numeric	3 unique values 0 missing
segment	numeric	3 unique values 0 missing
shuttle	numeric	6 unique values 0 missing
somber	numeric	2 unique values 0 missing
statutori	numeric	3 unique values 0 missing
superbli	numeric	3 unique values 0 missing
telegraph	numeric	2 unique values 0 missing
tour	numeric	11 unique values 0 missing
uncontest	numeric	2 unique values 0 missing
valve	numeric	2 unique values 0 missing
washington	numeric	11 unique values 0 missing
worker	numeric	17 unique values 0 missing
abnorm	numeric	2 unique values 0 missing
alibi	numeric	4 unique values 0 missing
arm	numeric	8 unique values 0 missing
ballot	numeric	6 unique values 0 missing
bimbo	numeric	2 unique values 0 missing
breast	numeric	4 unique values 0 missing
california	numeric	17 unique values 0 missing
chardonnai	numeric	5 unique values 0 missing
cluster	numeric	2 unique values 0 missing
consortium	numeric	3 unique values 0 missing
crude	numeric	4 unique values 0 missing
dell	numeric	2 unique values 0 missing
dislik	numeric	2 unique values 0 missing
dustin	numeric	3 unique values 0 missing
enter	numeric	6 unique values 0 missing
facilit	numeric	3 unique values 0 missing
flawless	numeric	2 unique values 0 missing
funni	numeric	4 unique values 0 missing
gossip	numeric	3 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

3075

Number of instances (rows) of the dataset.

NumberOfFeatures

12433

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

12432

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1SkewnessOfNumericAtts

16.25

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

0.25

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

0.87

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

J48.001.ErrRate

0.25

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile1StdDevOfNumericAtts

0.05

First quartile of standard deviation of attributes of the numeric type.

REPTreeDepth2AUC

0.74

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

0.23

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

0.62

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

0.68

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

24.38

Mean skewness among attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2ErrRate

0.5

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

0.71

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

0.64

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

29.43

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

0.16

Mean standard deviation of attributes of the numeric type.

Quartile2KurtosisOfNumericAtts

611

Second quartile (Median) of kurtosis among attributes of the numeric type.

REPTreeDepth2Kappa

0.33

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy

2.43

Entropy of the target attribute values.

kNN1NKappa

0.23

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

905

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2MeansOfNumericAtts

Second quartile (Median) of means among attributes of the numeric type.

REPTreeDepth3AUC

0.77

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

0.67

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.65

Minimum kurtosis among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

REPTreeDepth3ErrRate

0.47

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

0.53

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

3063.02

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

Minimum of means among attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

24.5

Second quartile (Median) of skewness among attributes of the numeric type.

REPTreeDepth3Kappa

0.36

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

0.25

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

1.97

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.08

Second quartile (Median) of standard deviation of attributes of the numeric type.

RandomTreeDepth1AUC

0.5

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

4.04

Number of attributes divided by the number of instances.

MaxMutualInformation

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

MinNominalAttDistinctValues

The minimal number of distinct values among attributes of the nominal type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1ErrRate

0.71

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

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

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-3.68

Minimum skewness among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1021.66

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.75

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

0.87

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

55.29

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.03

Minimum standard deviation of attributes of the numeric type.

PercentageOfNumericFeatures

99.99

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

0.01

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

0.67

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2AUC

0.54

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

0.27

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

2.72

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

8.07

Percentage of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.01

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

CfsSubsetEval_DecisionStumpErrRate

0.53

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

0.69

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

0.66

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

248

Number of instances belonging to the least frequent class.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

31.98

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

0.25

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

0.03

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

0.87

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

774.24

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

0.92

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

304.36

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.18

Third quartile of standard deviation of attributes of the numeric type.

CfsSubsetEval_NaiveBayesAUC

0.92

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

0.59

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

0.26

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

0.02

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

0.25

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

0.67

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesErrRate

0.32

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

0.68

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

0.67

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

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

NaiveBayesKappa

0.69

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

REPTreeDepth1ErrRate

0.53

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

0.61

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

0.05

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

0.87

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

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

NumberOfBinaryFeatures

Number of binary attributes.

Show all 107 properties

47 tasks

Supervised Classification on la2s.wc

205 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: CLASS_LABEL

Supervised Classification on la2s.wc

31 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: CLASS_LABEL

Supervised Classification on la2s.wc

0 runs - estimation_procedure: 33% Holdout set - evaluation_measure: predictive_accuracy - target_feature: CLASS_LABEL

Supervised Regression on la2s.wc

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: mean_absolute_error - target_feature: class

Supervised Regression on la2s.wc

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: mean_absolute_error - target_feature: class

Supervised Regression on la2s.wc

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on la2s.wc

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on la2s.wc

0 runs - estimation_procedure: Custom 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on la2s.wc

0 runs - estimation_procedure: Test on Training Data - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on la2s.wc

0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Learning Curve on la2s.wc

32 runs - estimation_procedure: 10-fold Learning Curve - target_feature: CLASS_LABEL

Supervised Data Stream Classification on la2s.wc

0 runs - estimation_procedure: Interleaved Test then Train - target_feature: CLASS_LABEL

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Clustering on la2s.wc

0 runs - estimation_procedure: 50 times Clustering

Subgroup Discovery on la2s.wc