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KDD98

active ARFF Publicly available Visibility: public Uploaded 21-06-2016 by Senderovich Nikita
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Dataset KDD98 challenge: https://kdd.ics.uci.edu/databases/kddcup98/kddcup98.html The goal is to estimate the return from a direct mailing in order to maximize donation profits. This dataset represents problem of binary classification - whether there was a response to mailing.

479 features

TARGET_B (target)	numeric	2 unique values 0 missing
AC1	numeric	40 unique values 0 missing
LASTGIFT	numeric	349 unique values 0 missing
AC2	numeric	49 unique values 0 missing
LFC1	numeric	100 unique values 0 missing
ADATE_10	nominal	3 unique values 0 missing
LFC10	numeric	95 unique values 0 missing
ADATE_11	nominal	5 unique values 0 missing
LFC2	numeric	100 unique values 0 missing
ADATE_12	nominal	5 unique values 0 missing
LFC3	numeric	99 unique values 0 missing
ADATE_13	nominal	4 unique values 0 missing
LFC4	numeric	100 unique values 0 missing
ADATE_14	nominal	3 unique values 0 missing
LFC5	numeric	98 unique values 0 missing
ADATE_15	nominal	2 unique values 0 missing
LFC6	numeric	98 unique values 0 missing
ADATE_16	nominal	4 unique values 0 missing
LFC7	numeric	100 unique values 0 missing
ADATE_17	nominal	4 unique values 0 missing
LFC8	numeric	99 unique values 0 missing
ADATE_18	nominal	10 unique values 0 missing
LFC9	numeric	97 unique values 0 missing
ADATE_19	nominal	4 unique values 0 missing
LIFESRC	nominal	4 unique values 0 missing
ADATE_2	nominal	2 unique values 0 missing
LOCALGOV	numeric	60 unique values 0 missing
ADATE_20	nominal	3 unique values 0 missing
LSC1	numeric	100 unique values 0 missing
ADATE_21	nominal	3 unique values 0 missing
LSC2	numeric	100 unique values 0 missing
ADATE_22	nominal	6 unique values 0 missing
LSC3	numeric	79 unique values 0 missing
ADATE_23	nominal	4 unique values 0 missing
LSC4	numeric	83 unique values 0 missing
ADATE_24	nominal	3 unique values 0 missing
MAGFAML	numeric	10 unique values 105856 missing
ADATE_3	nominal	3 unique values 0 missing
MAGFEM	numeric	6 unique values 105856 missing
ADATE_4	nominal	10 unique values 0 missing
MAGMALE	numeric	5 unique values 105856 missing
ADATE_5	nominal	2 unique values 0 missing
MAILCODE	nominal	2 unique values 0 missing
ADATE_6	nominal	3 unique values 0 missing
MAJOR	nominal	2 unique values 0 missing
ADATE_7	nominal	4 unique values 0 missing
MALEMILI	numeric	99 unique values 0 missing
ADATE_8	nominal	6 unique values 0 missing
MALEVET	numeric	93 unique values 0 missing
ADATE_9	nominal	4 unique values 0 missing
MARR1	numeric	96 unique values 0 missing
ADI	nominal	208 unique values 0 missing
MARR2	numeric	57 unique values 0 missing
AFC1	numeric	90 unique values 0 missing
MARR3	numeric	65 unique values 0 missing
AFC2	numeric	100 unique values 0 missing
MARR4	numeric	100 unique values 0 missing
AFC3	numeric	48 unique values 0 missing
MAXADATE	nominal	6 unique values 0 missing
AFC4	numeric	69 unique values 0 missing
MAXRAMNT	numeric	431 unique values 0 missing
AFC5	numeric	92 unique values 0 missing
MAXRDATE	nominal	159 unique values 0 missing
AFC6	numeric	31 unique values 0 missing
MBBOOKS	numeric	10 unique values 105856 missing
AGE	numeric	98 unique values 47509 missing
MBCOLECT	numeric	7 unique values 105969 missing
AGE901	numeric	74 unique values 0 missing
MBCRAFT	numeric	7 unique values 105856 missing
AGE902	numeric	67 unique values 0 missing
MBGARDEN	numeric	5 unique values 105856 missing
AGE903	numeric	59 unique values 0 missing
MC1	numeric	100 unique values 0 missing
AGE904	numeric	69 unique values 0 missing
MC2	numeric	100 unique values 0 missing
AGE905	numeric	64 unique values 0 missing
MC3	numeric	98 unique values 0 missing
AGE906	numeric	57 unique values 0 missing
MDMAUD	nominal	34 unique values 0 missing
AGE907	numeric	65 unique values 0 missing
MDMAUD_A	nominal	5 unique values 0 missing
AGEC1	numeric	99 unique values 0 missing
MDMAUD_F	nominal	4 unique values 0 missing
AGEC2	numeric	74 unique values 0 missing
MDMAUD_R	nominal	5 unique values 0 missing
AGEC3	numeric	59 unique values 0 missing
MHUC1	numeric	22 unique values 0 missing
AGEC4	numeric	44 unique values 0 missing
MHUC2	numeric	6 unique values 0 missing
AGEC5	numeric	44 unique values 0 missing
MINRAMNT	numeric	293 unique values 0 missing
AGEC6	numeric	63 unique values 0 missing
MINRDATE	nominal	159 unique values 0 missing
AGEC7	numeric	80 unique values 0 missing
MSA	nominal	306 unique values 0 missing
AGEFLAG	nominal	3 unique values 0 missing
NEXTDATE	nominal	207 unique values 0 missing
ANC1	numeric	71 unique values 0 missing
NGIFTALL	numeric	102 unique values 0 missing
ANC10	numeric	64 unique values 0 missing
NOEXCH	nominal	4 unique values 0 missing
ANC11	numeric	38 unique values 0 missing
NUMCHLD	numeric	7 unique values 166604 missing
ANC12	numeric	34 unique values 0 missing
NUMPRM12	numeric	66 unique values 0 missing
ANC13	numeric	22 unique values 0 missing
NUMPROM	numeric	174 unique values 0 missing
ANC14	numeric	28 unique values 0 missing
OCC1	numeric	74 unique values 0 missing
ANC15	numeric	19 unique values 0 missing
OCC10	numeric	64 unique values 0 missing
ANC2	numeric	60 unique values 0 missing
OCC11	numeric	64 unique values 0 missing
ANC3	numeric	33 unique values 0 missing
OCC12	numeric	51 unique values 0 missing
ANC4	numeric	87 unique values 0 missing
OCC13	numeric	49 unique values 0 missing
ANC5	numeric	27 unique values 0 missing
OCC2	numeric	64 unique values 0 missing
ANC6	numeric	15 unique values 0 missing
OCC3	numeric	41 unique values 0 missing
ANC7	numeric	46 unique values 0 missing
OCC4	numeric	66 unique values 0 missing
ANC8	numeric	50 unique values 0 missing
OCC5	numeric	67 unique values 0 missing
ANC9	numeric	55 unique values 0 missing
OCC6	numeric	31 unique values 0 missing
AVGGIFT	numeric	11081 unique values 0 missing
OCC7	numeric	42 unique values 0 missing
BIBLE	nominal	2 unique values 0 missing
OCC8	numeric	74 unique values 0 missing
BOATS	nominal	2 unique values 0 missing
OCC9	numeric	75 unique values 0 missing
CARDGIFT	numeric	39 unique values 0 missing
ODATEDW	nominal	72 unique values 0 missing
CARDPM12	numeric	22 unique values 0 missing
OEDC1	numeric	61 unique values 0 missing
CARDPROM	numeric	62 unique values 0 missing
OEDC2	numeric	65 unique values 0 missing
CARDS	nominal	2 unique values 0 missing
OEDC3	numeric	61 unique values 0 missing
CATLG	nominal	2 unique values 0 missing
OEDC4	numeric	70 unique values 0 missing
CDPLAY	nominal	2 unique values 0 missing
OEDC5	numeric	92 unique values 0 missing
CHIL1	numeric	90 unique values 0 missing
OEDC6	numeric	64 unique values 0 missing
CHIL2	numeric	71 unique values 0 missing
OEDC7	numeric	29 unique values 0 missing
CHIL3	numeric	86 unique values 0 missing
OSOURCE	nominal	961 unique values 0 missing
CHILC1	numeric	66 unique values 0 missing
PCOWNERS	nominal	2 unique values 0 missing
CHILC2	numeric	49 unique values 0 missing
PEC1	numeric	85 unique values 0 missing
CHILC3	numeric	68 unique values 0 missing
PEC2	numeric	99 unique values 0 missing
CHILC4	numeric	58 unique values 0 missing
PEPSTRFL	nominal	2 unique values 0 missing
CHILC5	numeric	99 unique values 0 missing
PETS	nominal	2 unique values 0 missing
CHILD03	nominal	4 unique values 0 missing
PHOTO	nominal	2 unique values 0 missing
CHILD07	nominal	4 unique values 0 missing
PLATES	nominal	2 unique values 0 missing
CHILD12	nominal	4 unique values 0 missing
POBC1	numeric	91 unique values 0 missing
CHILD18	nominal	4 unique values 0 missing
POBC2	numeric	100 unique values 0 missing
CLUSTER	nominal	54 unique values 0 missing
POP901	numeric	11471 unique values 0 missing
CLUSTER2	numeric	62 unique values 0 missing
POP902	numeric	5602 unique values 0 missing
COLLECT1	nominal	2 unique values 0 missing
POP903	numeric	6706 unique values 0 missing
CRAFTS	nominal	2 unique values 0 missing
POP90C1	numeric	100 unique values 0 missing
DATASRCE	nominal	4 unique values 0 missing
POP90C2	numeric	100 unique values 0 missing
DMA	nominal	210 unique values 0 missing
POP90C3	numeric	100 unique values 0 missing
DOB	nominal	993 unique values 0 missing
POP90C4	numeric	86 unique values 0 missing
DOMAIN	nominal	17 unique values 0 missing
POP90C5	numeric	86 unique values 0 missing
DW1	numeric	100 unique values 0 missing
PUBCULIN	numeric	7 unique values 105856 missing
DW2	numeric	100 unique values 0 missing
PUBDOITY	numeric	10 unique values 105856 missing
DW3	numeric	73 unique values 0 missing
PUBGARDN	numeric	7 unique values 105856 missing
DW4	numeric	100 unique values 0 missing
PUBHLTH	numeric	10 unique values 105856 missing
DW5	numeric	100 unique values 0 missing
PUBNEWFN	numeric	10 unique values 105856 missing
DW6	numeric	100 unique values 0 missing
PUBOPP	numeric	10 unique values 105856 missing
DW7	numeric	99 unique values 0 missing
PUBPHOTO	numeric	3 unique values 105856 missing
DW8	numeric	93 unique values 0 missing
PVASTATE	nominal	3 unique values 0 missing
DW9	numeric	96 unique values 0 missing
RAMNTALL	numeric	3167 unique values 0 missing
EC1	numeric	79 unique values 0 missing
RAMNT_10	numeric	110 unique values 170497 missing
EC2	numeric	79 unique values 0 missing
RAMNT_11	numeric	108 unique values 161668 missing
EC3	numeric	68 unique values 0 missing
RAMNT_12	numeric	166 unique values 139805 missing
EC4	numeric	81 unique values 0 missing
RAMNT_13	numeric	98 unique values 166735 missing
EC5	numeric	70 unique values 0 missing
RAMNT_14	numeric	129 unique values 144623 missing
EC6	numeric	42 unique values 0 missing
RAMNT_15	numeric	92 unique values 176879 missing
EC7	numeric	64 unique values 0 missing
RAMNT_16	numeric	134 unique values 137237 missing
EC8	numeric	74 unique values 0 missing
RAMNT_17	numeric	84 unique values 172566 missing
EIC1	numeric	81 unique values 0 missing
RAMNT_18	numeric	127 unique values 151669 missing
EIC10	numeric	48 unique values 0 missing
RAMNT_19	numeric	108 unique values 159454 missing
EIC11	numeric	56 unique values 0 missing
RAMNT_20	numeric	88 unique values 175434 missing
EIC12	numeric	43 unique values 0 missing
RAMNT_21	numeric	99 unique values 171980 missing
EIC13	numeric	63 unique values 0 missing
RAMNT_22	numeric	114 unique values 149515 missing
EIC14	numeric	70 unique values 0 missing
RAMNT_23	numeric	91 unique values 175715 missing
EIC15	numeric	65 unique values 0 missing
RAMNT_24	numeric	106 unique values 155922 missing
EIC16	numeric	59 unique values 0 missing
RAMNT_3	numeric	36 unique values 190807 missing
EIC2	numeric	58 unique values 0 missing
RAMNT_4	numeric	37 unique values 190675 missing
EIC3	numeric	56 unique values 0 missing
RAMNT_5	numeric	13 unique values 191234 missing
EIC4	numeric	76 unique values 0 missing
RAMNT_6	numeric	46 unique values 189664 missing
EIC5	numeric	47 unique values 0 missing
RAMNT_7	numeric	98 unique values 173497 missing
EIC6	numeric	40 unique values 0 missing
RAMNT_8	numeric	143 unique values 148081 missing
EIC7	numeric	47 unique values 0 missing
RAMNT_9	numeric	118 unique values 157595 missing
EIC8	numeric	75 unique values 0 missing
RDATE_10	nominal	11 unique values 0 missing
EIC9	numeric	54 unique values 0 missing
RDATE_11	nominal	14 unique values 0 missing
ETH1	numeric	100 unique values 0 missing
RDATE_12	nominal	13 unique values 0 missing
ETH10	numeric	38 unique values 0 missing
RDATE_13	nominal	17 unique values 0 missing
ETH11	numeric	37 unique values 0 missing
RDATE_14	nominal	13 unique values 0 missing
ETH12	numeric	49 unique values 0 missing
RDATE_15	nominal	17 unique values 0 missing
ETH13	numeric	98 unique values 0 missing
RDATE_16	nominal	20 unique values 0 missing
ETH14	numeric	51 unique values 0 missing
RDATE_17	nominal	12 unique values 0 missing
ETH15	numeric	81 unique values 0 missing
RDATE_18	nominal	17 unique values 0 missing
ETH16	numeric	69 unique values 0 missing
RDATE_19	nominal	14 unique values 0 missing
ETH2	numeric	100 unique values 0 missing
RDATE_20	nominal	11 unique values 0 missing
ETH3	numeric	90 unique values 0 missing
RDATE_21	nominal	13 unique values 0 missing
ETH4	numeric	97 unique values 0 missing
RDATE_22	nominal	14 unique values 0 missing
ETH5	numeric	100 unique values 0 missing
RDATE_23	nominal	18 unique values 0 missing
ETH6	numeric	22 unique values 0 missing
RDATE_24	nominal	15 unique values 0 missing
ETH7	numeric	63 unique values 0 missing
RDATE_3	nominal	19 unique values 0 missing
ETH8	numeric	71 unique values 0 missing
RDATE_4	nominal	25 unique values 0 missing
ETH9	numeric	62 unique values 0 missing
RDATE_5	nominal	8 unique values 0 missing
ETHC1	numeric	54 unique values 0 missing
RDATE_6	nominal	22 unique values 0 missing
ETHC2	numeric	96 unique values 0 missing
RDATE_7	nominal	14 unique values 0 missing
ETHC3	numeric	100 unique values 0 missing
RDATE_8	nominal	19 unique values 0 missing
ETHC4	numeric	47 unique values 0 missing
RDATE_9	nominal	11 unique values 0 missing
ETHC5	numeric	84 unique values 0 missing
RECINHSE	nominal	2 unique values 0 missing
ETHC6	numeric	57 unique values 0 missing
RECP3	nominal	2 unique values 0 missing
FEDGOV	numeric	61 unique values 0 missing
RECPGVG	nominal	2 unique values 0 missing
FISHER	nominal	2 unique values 0 missing
RECSWEEP	nominal	2 unique values 0 missing
FISTDATE	nominal	198 unique values 0 missing
RFA_10	nominal	97 unique values 0 missing
GARDENIN	nominal	2 unique values 0 missing
RFA_11	nominal	106 unique values 0 missing
GENDER	nominal	7 unique values 0 missing
RFA_12	nominal	111 unique values 0 missing
GEOCODE	nominal	8 unique values 0 missing
RFA_13	nominal	91 unique values 0 missing
GEOCODE2	nominal	5 unique values 0 missing
RFA_14	nominal	100 unique values 0 missing
HC1	numeric	32 unique values 0 missing
RFA_15	nominal	35 unique values 0 missing
HC10	numeric	58 unique values 0 missing
RFA_16	nominal	132 unique values 0 missing
HC11	numeric	100 unique values 0 missing
RFA_17	nominal	122 unique values 0 missing
HC12	numeric	96 unique values 0 missing
RFA_18	nominal	125 unique values 0 missing
HC13	numeric	100 unique values 0 missing
RFA_19	nominal	115 unique values 0 missing
HC14	numeric	99 unique values 0 missing
RFA_2	nominal	14 unique values 0 missing
HC15	numeric	19 unique values 0 missing
RFA_20	nominal	84 unique values 0 missing
HC16	numeric	94 unique values 0 missing
RFA_21	nominal	105 unique values 0 missing
HC17	numeric	100 unique values 0 missing
RFA_22	nominal	120 unique values 0 missing
HC18	numeric	100 unique values 0 missing
RFA_23	nominal	96 unique values 0 missing
HC19	numeric	100 unique values 0 missing
RFA_24	nominal	99 unique values 0 missing
HC2	numeric	53 unique values 0 missing
RFA_2A	nominal	4 unique values 0 missing
HC20	numeric	67 unique values 0 missing
RFA_2F	nominal	4 unique values 0 missing
HC21	numeric	82 unique values 0 missing
RFA_2R	nominal	1 unique values 0 missing
HC3	numeric	85 unique values 0 missing
RFA_3	nominal	71 unique values 0 missing
HC4	numeric	100 unique values 0 missing
RFA_4	nominal	68 unique values 0 missing
HC5	numeric	100 unique values 0 missing
RFA_5	nominal	41 unique values 0 missing
HC6	numeric	100 unique values 0 missing
RFA_6	nominal	114 unique values 0 missing
HC7	numeric	100 unique values 0 missing
RFA_7	nominal	108 unique values 0 missing
HC8	numeric	100 unique values 0 missing
RFA_8	nominal	110 unique values 0 missing
HC9	numeric	91 unique values 0 missing
RFA_9	nominal	112 unique values 0 missing
HHAGE1	numeric	99 unique values 0 missing
RHP1	numeric	82 unique values 0 missing
HHAGE2	numeric	87 unique values 0 missing
RHP2	numeric	81 unique values 0 missing
HHAGE3	numeric	100 unique values 0 missing
RHP3	numeric	27 unique values 0 missing
HHAS1	numeric	100 unique values 0 missing
RHP4	numeric	26 unique values 0 missing
HHAS2	numeric	79 unique values 0 missing
RP1	numeric	100 unique values 0 missing
HHAS3	numeric	100 unique values 0 missing
RP2	numeric	100 unique values 0 missing
HHAS4	numeric	94 unique values 0 missing
RP3	numeric	100 unique values 0 missing
HHD1	numeric	98 unique values 0 missing
RP4	numeric	100 unique values 0 missing
HHD10	numeric	87 unique values 0 missing
SEC1	numeric	89 unique values 0 missing
HHD11	numeric	83 unique values 0 missing
SEC2	numeric	99 unique values 0 missing
HHD12	numeric	70 unique values 0 missing
SEC3	numeric	22 unique values 0 missing
HHD2	numeric	100 unique values 0 missing
SEC4	numeric	59 unique values 0 missing
HHD3	numeric	100 unique values 0 missing
SEC5	numeric	100 unique values 0 missing
HHD4	numeric	94 unique values 0 missing
SOLIH	nominal	9 unique values 0 missing
HHD5	numeric	100 unique values 0 missing
SOLP3	nominal	5 unique values 0 missing
HHD6	numeric	100 unique values 0 missing
STATE	nominal	54 unique values 0 missing
HHD7	numeric	71 unique values 0 missing
STATEGOV	numeric	66 unique values 0 missing
HHD8	numeric	19 unique values 0 missing
STEREO	nominal	2 unique values 0 missing
HHD9	numeric	69 unique values 0 missing
HHN1	numeric	98 unique values 0 missing
TCODE	nominal	67 unique values 0 missing
HHN2	numeric	86 unique values 0 missing
TIMELAG	numeric	74 unique values 20048 missing
HHN3	numeric	99 unique values 0 missing
TPE1	numeric	99 unique values 0 missing
HHN4	numeric	89 unique values 0 missing
TPE10	numeric	73 unique values 0 missing
HHN5	numeric	72 unique values 0 missing
TPE11	numeric	67 unique values 0 missing
HHN6	numeric	58 unique values 0 missing
TPE12	numeric	66 unique values 0 missing
HHP1	numeric	419 unique values 0 missing
TPE13	numeric	100 unique values 0 missing
HHP2	numeric	396 unique values 0 missing
TPE2	numeric	74 unique values 0 missing
HIT	numeric	83 unique values 0 missing
TPE3	numeric	76 unique values 0 missing
HOMEE	nominal	2 unique values 0 missing
TPE4	numeric	73 unique values 0 missing
HOMEOWNR	nominal	3 unique values 0 missing
TPE5	numeric	53 unique values 0 missing
HPHONE_D	numeric	2 unique values 0 missing
TPE6	numeric	32 unique values 0 missing
HU1	numeric	100 unique values 0 missing
TPE7	numeric	19 unique values 0 missing
HU2	numeric	100 unique values 0 missing
TPE8	numeric	86 unique values 0 missing
HU3	numeric	95 unique values 0 missing
TPE9	numeric	59 unique values 0 missing
HU4	numeric	96 unique values 0 missing
VC1	numeric	96 unique values 0 missing
HU5	numeric	100 unique values 0 missing
VC2	numeric	89 unique values 0 missing
HUPA1	numeric	98 unique values 0 missing
VC3	numeric	100 unique values 0 missing
HUPA2	numeric	100 unique values 0 missing
VC4	numeric	98 unique values 0 missing
HUPA3	numeric	100 unique values 0 missing
VETERANS	nominal	2 unique values 0 missing
HUPA4	numeric	100 unique values 0 missing
VIETVETS	numeric	96 unique values 0 missing
HUPA5	numeric	87 unique values 0 missing
VOC1	numeric	95 unique values 0 missing
HUPA6	numeric	100 unique values 0 missing
VOC2	numeric	100 unique values 0 missing
HUPA7	numeric	53 unique values 0 missing
VOC3	numeric	82 unique values 0 missing
HUR1	numeric	97 unique values 0 missing
WALKER	nominal	2 unique values 0 missing
HUR2	numeric	100 unique values 0 missing
WEALTH1	numeric	10 unique values 89622 missing
HV1	numeric	4737 unique values 0 missing
WEALTH2	numeric	10 unique values 87811 missing
HV2	numeric	4927 unique values 0 missing
WWIIVETS	numeric	100 unique values 0 missing
HV3	numeric	14 unique values 0 missing
ZIP	nominal	25847 unique values 0 missing
HV4	numeric	14 unique values 0 missing
HVP1	numeric	100 unique values 0 missing
HVP2	numeric	100 unique values 0 missing
HVP3	numeric	100 unique values 0 missing
HVP4	numeric	100 unique values 0 missing
HVP5	numeric	100 unique values 0 missing
HVP6	numeric	100 unique values 0 missing
IC1	numeric	1173 unique values 0 missing
IC10	numeric	73 unique values 0 missing
IC11	numeric	56 unique values 0 missing
IC12	numeric	41 unique values 0 missing
IC13	numeric	33 unique values 0 missing
IC14	numeric	75 unique values 0 missing
IC15	numeric	97 unique values 0 missing
IC16	numeric	79 unique values 0 missing
IC17	numeric	77 unique values 0 missing
IC18	numeric	76 unique values 0 missing
IC19	numeric	77 unique values 0 missing
IC2	numeric	1270 unique values 0 missing
IC20	numeric	62 unique values 0 missing
IC21	numeric	48 unique values 0 missing
IC22	numeric	41 unique values 0 missing
IC23	numeric	79 unique values 0 missing
IC3	numeric	1134 unique values 0 missing
IC4	numeric	1195 unique values 0 missing
IC5	numeric	24744 unique values 0 missing
IC6	numeric	100 unique values 0 missing
IC7	numeric	69 unique values 0 missing
IC8	numeric	65 unique values 0 missing
IC9	numeric	67 unique values 0 missing
INCOME	numeric	7 unique values 42620 missing
KIDSTUFF	nominal	2 unique values 0 missing
LASTDATE	nominal	24 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

191260

Number of instances (rows) of the dataset.

NumberOfFeatures

479

Number of attributes (columns) of the dataset.

NumberOfClasses

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

NumberOfMissingValues

5587563

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

191260

Number of instances with at least one value missing.

NumberOfNumericFeatures

347

Number of numeric attributes.

NumberOfSymbolicFeatures

132

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

10.89

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

Dimensionality

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

244.92

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

Quartile2MeansOfNumericAtts

12.29

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

5.39

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

68.97

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

1.99

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2StdDevOfNumericAtts

7.6

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

5.85

Percentage of binary attributes.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

81408.21

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

0.01

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

100

Percentage of instances having missing values.

Quartile3KurtosisOfNumericAtts

42.32

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

15750.04

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

6.1

Percentage of missing values.

Quartile3MeansOfNumericAtts

29.16

Third quartile of means among attributes of the numeric type.

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.

PercentageOfNumericFeatures

72.44

Percentage of numeric attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

25847

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

MinSkewnessOfNumericAtts

-10.43

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

27.56

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

4.59

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

242.1

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.08

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

2.47

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

13.43

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

MaxStdDevOfNumericAtts

8534.46

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

3.44

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

2249.04

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

587.1

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

0.36

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

91.53

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

3.93

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

AutoCorrelation

0.9

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

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