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new3s.wc

active Sparse_ARFF Publicly available Visibility: public Uploaded 28-09-2014 by Joaquin Vanschoren
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26833 features

CLASS_LABEL (target)	nominal	44 unique values 0 missing
english	numeric	27 unique values 0 missing
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worthi	numeric	8 unique values 0 missing
krzysztof	numeric	2 unique values 0 missing
dichotomi	numeric	2 unique values 0 missing
perfunctori	numeric	2 unique values 0 missing
hughe	numeric	17 unique values 0 missing
nikolayevich	numeric	7 unique values 0 missing
befit	numeric	4 unique values 0 missing
fusion	numeric	10 unique values 0 missing
kung	numeric	5 unique values 0 missing
pluse	numeric	3 unique values 0 missing
nielsen	numeric	3 unique values 0 missing
stamina	numeric	3 unique values 0 missing
indo	numeric	7 unique values 0 missing
phosphor	numeric	6 unique values 0 missing
finicki	numeric	2 unique values 0 missing
adsorpt	numeric	2 unique values 0 missing
superfund	numeric	6 unique values 0 missing
sangha	numeric	2 unique values 0 missing
paralysi	numeric	3 unique values 0 missing
gdynia	numeric	2 unique values 0 missing
minke	numeric	8 unique values 0 missing
int	numeric	4 unique values 0 missing
stead	numeric	2 unique values 0 missing
procrastin	numeric	2 unique values 0 missing
tremor	numeric	2 unique values 0 missing
judaea	numeric	6 unique values 0 missing
succumb	numeric	3 unique values 0 missing
mock	numeric	4 unique values 0 missing
ultrasound	numeric	3 unique values 0 missing
tanner	numeric	11 unique values 0 missing
yamashita	numeric	4 unique values 0 missing
wolgan	numeric	4 unique values 0 missing
overpopul	numeric	2 unique values 0 missing
filipina	numeric	2 unique values 0 missing
yell	numeric	4 unique values 0 missing
odiou	numeric	2 unique values 0 missing
bloodiest	numeric	2 unique values 0 missing
davo	numeric	3 unique values 0 missing
moi	numeric	5 unique values 0 missing
theofilo	numeric	3 unique values 0 missing
enviou	numeric	2 unique values 0 missing
invulner	numeric	2 unique values 0 missing
overburden	numeric	5 unique values 0 missing
switchov	numeric	3 unique values 0 missing
brace	numeric	4 unique values 0 missing
lianq	numeric	2 unique values 0 missing
hyper	numeric	3 unique values 0 missing
l	numeric	3 unique values 0 missing
sponge	numeric	2 unique values 0 missing
wade	numeric	6 unique values 0 missing
slai	numeric	8 unique values 0 missing
sleazi	numeric	2 unique values 0 missing
runup	numeric	2 unique values 0 missing
unturn	numeric	2 unique values 0 missing
mortuari	numeric	2 unique values 0 missing
fistfight	numeric	3 unique values 0 missing
unsupervis	numeric	3 unique values 0 missing
boumerd	numeric	2 unique values 0 missing
arusha	numeric	5 unique values 0 missing
undress	numeric	2 unique values 0 missing
mong	numeric	4 unique values 0 missing
cheryl	numeric	3 unique values 0 missing
crackl	numeric	3 unique values 0 missing
heflei	numeric	15 unique values 0 missing
cookie	numeric	4 unique values 0 missing
grenada	numeric	6 unique values 0 missing
mantra	numeric	3 unique values 0 missing
sucker	numeric	3 unique values 0 missing
godsend	numeric	2 unique values 0 missing
galvanis	numeric	2 unique values 0 missing
roberta	numeric	2 unique values 0 missing
doll	numeric	3 unique values 0 missing
joaqun	numeric	2 unique values 0 missing
jeremiah	numeric	3 unique values 0 missing
alf	numeric	4 unique values 0 missing
underdeclar	numeric	2 unique values 0 missing
kingslei	numeric	3 unique values 0 missing
krumsiek	numeric	3 unique values 0 missing
xn	numeric	2 unique values 0 missing
hiltzik	numeric	2 unique values 0 missing
teammat	numeric	3 unique values 0 missing
newri	numeric	3 unique values 0 missing
ramsgat	numeric	5 unique values 0 missing
caledonian	numeric	3 unique values 0 missing
shuck	numeric	3 unique values 0 missing
turnov	numeric	8 unique values 0 missing
direct	numeric	44 unique values 0 missing
soon	numeric	17 unique values 0 missing
legisl	numeric	59 unique values 0 missing
network	numeric	20 unique values 0 missing
rare	numeric	9 unique values 0 missing
program	numeric	86 unique values 0 missing
slump	numeric	7 unique values 0 missing
secondari	numeric	16 unique values 0 missing
climat	numeric	9 unique values 0 missing
microwav	numeric	6 unique values 0 missing
translat	numeric	14 unique values 0 missing
fujitsu	numeric	6 unique values 0 missing
seattle	numeric	7 unique values 0 missing
clerk	numeric	28 unique values 0 missing
twist	numeric	5 unique values 0 missing
prefer	numeric	16 unique values 0 missing
accompani	numeric	13 unique values 0 missing
discrep	numeric	6 unique values 0 missing
herrera	numeric	5 unique values 0 missing
envisag	numeric	8 unique values 0 missing
outlaw	numeric	6 unique values 0 missing
tunisian	numeric	5 unique values 0 missing
polyethylen	numeric	4 unique values 0 missing
petrol	numeric	6 unique values 0 missing
hate	numeric	8 unique values 0 missing
pronounc	numeric	5 unique values 0 missing
rivet	numeric	2 unique values 0 missing
ji	numeric	4 unique values 0 missing
incorrect	numeric	4 unique values 0 missing
suspici	numeric	4 unique values 0 missing
orthodox	numeric	5 unique values 0 missing
shrimp	numeric	5 unique values 0 missing
sarin	numeric	4 unique values 0 missing
fungicid	numeric	3 unique values 0 missing
practition	numeric	8 unique values 0 missing
awesom	numeric	4 unique values 0 missing
niger	numeric	4 unique values 0 missing
duct	numeric	2 unique values 0 missing
militia	numeric	10 unique values 0 missing
wareh	numeric	5 unique values 0 missing
chien	numeric	3 unique values 0 missing
atroc	numeric	7 unique values 0 missing
leninist	numeric	3 unique values 0 missing
demolish	numeric	6 unique values 0 missing
taba	numeric	4 unique values 0 missing
counsellor	numeric	3 unique values 0 missing
sizov	numeric	4 unique values 0 missing
seab	numeric	4 unique values 0 missing
nonlif	numeric	5 unique values 0 missing
tint	numeric	2 unique values 0 missing
adroit	numeric	2 unique values 0 missing
appeas	numeric	3 unique values 0 missing
reclus	numeric	3 unique values 0 missing
polemicist	numeric	2 unique values 0 missing
dflp	numeric	5 unique values 0 missing
untarnish	numeric	2 unique values 0 missing
piecem	numeric	3 unique values 0 missing
devolut	numeric	2 unique values 0 missing
yeoryiadhi	numeric	3 unique values 0 missing
fullest	numeric	6 unique values 0 missing
jianp	numeric	2 unique values 0 missing
luna	numeric	3 unique values 0 missing
bulwark	numeric	2 unique values 0 missing
imperil	numeric	4 unique values 0 missing
untim	numeric	3 unique values 0 missing
wujia	numeric	2 unique values 0 missing
jute	numeric	3 unique values 0 missing
bookstor	numeric	5 unique values 0 missing
harb	numeric	3 unique values 0 missing
naysay	numeric	3 unique values 0 missing
spruc	numeric	2 unique values 0 missing
libel	numeric	2 unique values 0 missing
kahana	numeric	4 unique values 0 missing
rourke	numeric	2 unique values 0 missing
insurrect	numeric	5 unique values 0 missing
lefortovo	numeric	3 unique values 0 missing
barrick	numeric	3 unique values 0 missing
muhabura	numeric	2 unique values 0 missing
pepsico	numeric	2 unique values 0 missing
methamphetamin	numeric	3 unique values 0 missing
lincoln	numeric	7 unique values 0 missing
bono	numeric	3 unique values 0 missing
subpart	numeric	15 unique values 0 missing
stockman	numeric	4 unique values 0 missing
gloria	numeric	2 unique values 0 missing
oop	numeric	2 unique values 0 missing
trusti	numeric	2 unique values 0 missing
spillov	numeric	2 unique values 0 missing
mauritiu	numeric	4 unique values 0 missing
debra	numeric	2 unique values 0 missing
permanent	numeric	2 unique values 0 missing
quaysid	numeric	2 unique values 0 missing
venu	numeric	2 unique values 0 missing
bm	numeric	3 unique values 0 missing
summaris	numeric	2 unique values 0 missing
gerrard	numeric	2 unique values 0 missing
zachert	numeric	3 unique values 0 missing
transloc	numeric	3 unique values 0 missing
kadafi	numeric	6 unique values 0 missing
varsiti	numeric	3 unique values 0 missing
colvin	numeric	2 unique values 0 missing
stena	numeric	7 unique values 0 missing
snout	numeric	2 unique values 0 missing
effervesc	numeric	4 unique values 0 missing
union	numeric	38 unique values 0 missing
state	numeric	24 unique values 0 missing
spread	numeric	13 unique values 0 missing
round	numeric	21 unique values 0 missing
square	numeric	17 unique values 0 missing
fund	numeric	82 unique values 0 missing
solution	numeric	18 unique values 0 missing
brokerag	numeric	5 unique values 0 missing
summer	numeric	13 unique values 0 missing
comprehens	numeric	24 unique values 0 missing
urban	numeric	31 unique values 0 missing
sri	numeric	11 unique values 0 missing
jurgen	numeric	2 unique values 0 missing
susumu	numeric	2 unique values 0 missing
satur	numeric	8 unique values 0 missing
ace	numeric	4 unique values 0 missing
murrai	numeric	6 unique values 0 missing
reportag	numeric	3 unique values 0 missing
simplest	numeric	3 unique values 0 missing
greece	numeric	13 unique values 0 missing
extinguish	numeric	4 unique values 0 missing
rafsanjani	numeric	6 unique values 0 missing
malek	numeric	3 unique values 0 missing
polypropylen	numeric	6 unique values 0 missing
krup	numeric	3 unique values 0 missing
surmis	numeric	3 unique values 0 missing
doctor	numeric	19 unique values 0 missing
masaaki	numeric	3 unique values 0 missing
somali	numeric	12 unique values 0 missing
gatewai	numeric	3 unique values 0 missing
toxin	numeric	3 unique values 0 missing
mettle	numeric	2 unique values 0 missing
folk	numeric	8 unique values 0 missing
decompos	numeric	3 unique values 0 missing
upland	numeric	4 unique values 0 missing
segreg	numeric	7 unique values 0 missing
greenberg	numeric	3 unique values 0 missing
tuareg	numeric	3 unique values 0 missing
palm	numeric	5 unique values 0 missing
leaflet	numeric	6 unique values 0 missing
whal	numeric	10 unique values 0 missing
gb	numeric	4 unique values 0 missing
sharma	numeric	2 unique values 0 missing
basem	numeric	4 unique values 0 missing
kono	numeric	6 unique values 0 missing
menahem	numeric	2 unique values 0 missing
shit	numeric	2 unique values 0 missing
subtle	numeric	3 unique values 0 missing
reactant	numeric	3 unique values 0 missing
opportunist	numeric	5 unique values 0 missing
bt	numeric	5 unique values 0 missing
ultramodern	numeric	3 unique values 0 missing
preposter	numeric	4 unique values 0 missing
malacanang	numeric	3 unique values 0 missing
couch	numeric	3 unique values 0 missing
choru	numeric	3 unique values 0 missing
fuell	numeric	3 unique values 0 missing
inwardli	numeric	2 unique values 0 missing
ransom	numeric	5 unique values 0 missing
mire	numeric	2 unique values 0 missing
embank	numeric	4 unique values 0 missing
astrai	numeric	2 unique values 0 missing
peg	numeric	4 unique values 0 missing
unbreak	numeric	2 unique values 0 missing
congeni	numeric	2 unique values 0 missing
meiq	numeric	3 unique values 0 missing
reciev	numeric	2 unique values 0 missing
shuikou	numeric	2 unique values 0 missing
outlandish	numeric	3 unique values 0 missing
abbud	numeric	4 unique values 0 missing
newt	numeric	3 unique values 0 missing
vine	numeric	4 unique values 0 missing
hierarch	numeric	3 unique values 0 missing
kakh	numeric	3 unique values 0 missing
pointblank	numeric	2 unique values 0 missing
strangest	numeric	2 unique values 0 missing
railcar	numeric	2 unique values 0 missing
dubon	numeric	4 unique values 0 missing
cdr	numeric	3 unique values 0 missing
krasnov	numeric	3 unique values 0 missing
yakuza	numeric	4 unique values 0 missing
truer	numeric	2 unique values 0 missing
sociedad	numeric	4 unique values 0 missing
gilchrest	numeric	13 unique values 0 missing
multiemploy	numeric	5 unique values 0 missing
hispan	numeric	9 unique values 0 missing
darman	numeric	3 unique values 0 missing
chevron	numeric	5 unique values 0 missing
flavour	numeric	4 unique values 0 missing
bale	numeric	3 unique values 0 missing
ashlei	numeric	5 unique values 0 missing
spratli	numeric	10 unique values 0 missing
headi	numeric	2 unique values 0 missing
rosenth	numeric	3 unique values 0 missing
subprogram	numeric	3 unique values 0 missing
uprat	numeric	2 unique values 0 missing
callaghan	numeric	4 unique values 0 missing
goble	numeric	3 unique values 0 missing
engstrom	numeric	2 unique values 0 missing
pew	numeric	3 unique values 0 missing
trate	numeric	4 unique values 0 missing
dewi	numeric	2 unique values 0 missing
calai	numeric	8 unique values 0 missing
costain	numeric	3 unique values 0 missing
nannie	numeric	2 unique values 0 missing
result	numeric	45 unique values 0 missing
concept	numeric	16 unique values 0 missing
traffic	numeric	12 unique values 0 missing
intend	numeric	30 unique values 0 missing
minor	numeric	29 unique values 0 missing
evapor	numeric	7 unique values 0 missing
auditor	numeric	8 unique values 0 missing
check	numeric	15 unique values 0 missing
reloc	numeric	13 unique values 0 missing
hasti	numeric	4 unique values 0 missing
gordon	numeric	18 unique values 0 missing
lab	numeric	13 unique values 0 missing
epa	numeric	24 unique values 0 missing
outstand	numeric	14 unique values 0 missing
fortun	numeric	6 unique values 0 missing
adapt	numeric	8 unique values 0 missing
cup	numeric	8 unique values 0 missing
kazakhstan	numeric	13 unique values 0 missing
reliev	numeric	8 unique values 0 missing
ingrid	numeric	2 unique values 0 missing
voucher	numeric	11 unique values 0 missing
karabakh	numeric	8 unique values 0 missing
concession	numeric	5 unique values 0 missing
refund	numeric	12 unique values 0 missing
walesa	numeric	11 unique values 0 missing
augment	numeric	8 unique values 0 missing
toxic	numeric	13 unique values 0 missing
emeritu	numeric	3 unique values 0 missing
haiti	numeric	25 unique values 0 missing
coven	numeric	8 unique values 0 missing
sanom	numeric	3 unique values 0 missing
insensit	numeric	4 unique values 0 missing
uncheck	numeric	5 unique values 0 missing
chlorin	numeric	7 unique values 0 missing
unschool	numeric	2 unique values 0 missing
chromatographi	numeric	3 unique values 0 missing
richard	numeric	11 unique values 0 missing
hurriedli	numeric	3 unique values 0 missing
enliven	numeric	6 unique values 0 missing
militar	numeric	4 unique values 0 missing
stark	numeric	12 unique values 0 missing
amer	numeric	4 unique values 0 missing
janata	numeric	3 unique values 0 missing
acclaim	numeric	3 unique values 0 missing
lookout	numeric	6 unique values 0 missing
mintz	numeric	5 unique values 0 missing
patriarch	numeric	7 unique values 0 missing
eisenhow	numeric	5 unique values 0 missing
torch	numeric	4 unique values 0 missing
joan	numeric	6 unique values 0 missing
keyboard	numeric	3 unique values 0 missing
cobra	numeric	6 unique values 0 missing
haughti	numeric	2 unique values 0 missing
romulo	numeric	3 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

9558

Number of instances (rows) of the dataset.

NumberOfFeatures

26833

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

26832

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1SkewnessOfNumericAtts

30.87

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

0.63

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

CfsSubsetEval_kNN1NAUC

0.86

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

0.34

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

0.03

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

REPTreeDepth2AUC

0.91

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

CfsSubsetEval_kNN1NErrRate

0.36

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

0.65

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

J48.001.Kappa

0.65

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

MeanSkewnessOfNumericAtts

46.14

Mean skewness among attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2ErrRate

0.36

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

CfsSubsetEval_kNN1NKappa

0.63

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

0.68

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

MajorityClassPercentage

7.28

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

0.31

Mean standard deviation of attributes of the numeric type.

Quartile2KurtosisOfNumericAtts

2385.75

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

REPTreeDepth2Kappa

0.63

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

ClassEntropy

5.26

Entropy of the target attribute values.

kNN1NKappa

0.3

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

MajorityClassSize

696

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

0.91

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

-1.79

Minimum kurtosis among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3ErrRate

0.36

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

DecisionStumpErrRate

0.91

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

MaxKurtosisOfNumericAtts

9555.45

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

Minimum of means among attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

46.25

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

REPTreeDepth3Kappa

0.63

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

DecisionStumpKappa

0.05

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

MaxMeansOfNumericAtts

2.93

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

0.06

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

RandomTreeDepth1AUC

0.6

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

Dimensionality

2.81

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

0.77

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

0.45

Minimum skewness among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

3703.38

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

0.21

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

J48.00001.AUC

0.86

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

MaxSkewnessOfNumericAtts

97.75

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.02

Minimum standard deviation of attributes of the numeric type.

PercentageOfNumericFeatures

100

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

0.01

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

0.86

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

0.6

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

J48.00001.ErrRate

0.34

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

MaxStdDevOfNumericAtts

62.55

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

1.09

Percentage of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

0.36

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

0.77

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

J48.00001.Kappa

0.65

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

104

Number of instances belonging to the least frequent class.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

57.51

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

0.63

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

0.21

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

J48.0001.AUC

0.86

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

MeanKurtosisOfNumericAtts

2760.11

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

0.87

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

Quartile1KurtosisOfNumericAtts

1142.87

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.16

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

CfsSubsetEval_NaiveBayesAUC

0.86

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

0.6

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

J48.0001.ErrRate

0.34

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

0.43

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

Quartile1MeansOfNumericAtts

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

0.91

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

CfsSubsetEval_NaiveBayesErrRate

0.36

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

0.77

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

J48.0001.Kappa

0.65

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

0.55

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

0.36

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

CfsSubsetEval_NaiveBayesKappa

0.63

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

0.21

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

J48.001.AUC

0.86

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

22 tasks

Supervised Classification on new3s.wc

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

Supervised Classification on new3s.wc

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

Supervised Classification on new3s.wc

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

Supervised Regression on new3s.wc

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

Supervised Regression on new3s.wc

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

Supervised Regression on new3s.wc

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

Supervised Regression on new3s.wc

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

Supervised Regression on new3s.wc

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

Supervised Regression on new3s.wc

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

Supervised Regression on new3s.wc

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

Supervised Data Stream Classification on new3s.wc

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

Clustering on new3s.wc