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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL287

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL287 (TID: 11272), and it has 1875 rows and 342 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

344 features

pXC50 (target)	numeric	1114 unique values 0 missing
molecule_id (row identifier)	nominal	1875 unique values 0 missing
GATS8p	numeric	582 unique values 0 missing
GGI10	numeric	171 unique values 0 missing
SM15_EA.ri.	numeric	1295 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
SpMin6_Bh.m.	numeric	533 unique values 0 missing
DECC	numeric	788 unique values 0 missing
SpMin7_Bh.p.	numeric	557 unique values 0 missing
BIC5	numeric	219 unique values 0 missing
SpMax5_Bh.m.	numeric	634 unique values 0 missing
SIC5	numeric	253 unique values 0 missing
Eta_L	numeric	1420 unique values 0 missing
SsssN	numeric	968 unique values 0 missing
ATSC1p	numeric	1118 unique values 0 missing
GGI9	numeric	262 unique values 0 missing
SM05_EA.bo.	numeric	739 unique values 0 missing
SpMin4_Bh.s.	numeric	506 unique values 0 missing
P_VSA_LogP_2	numeric	379 unique values 0 missing
ATS8m	numeric	1026 unique values 0 missing
SM10_EA	numeric	1047 unique values 0 missing
SpMax2_Bh.i.	numeric	285 unique values 0 missing
SpMin8_Bh.s.	numeric	554 unique values 0 missing
ATS8s	numeric	960 unique values 0 missing
nR09	numeric	5 unique values 0 missing
CIC5	numeric	692 unique values 0 missing
MWC09	numeric	902 unique values 0 missing
X5Av	numeric	59 unique values 0 missing
SpMax4_Bh.e.	numeric	569 unique values 0 missing
X4Av	numeric	82 unique values 0 missing
SAacc	numeric	308 unique values 0 missing
Uindex	numeric	1301 unique values 0 missing
SM06_EA	numeric	842 unique values 0 missing
JGI9	numeric	20 unique values 0 missing
GGI7	numeric	393 unique values 0 missing
ATS8p	numeric	958 unique values 0 missing
TIC2	numeric	1483 unique values 0 missing
SpMin5_Bh.s.	numeric	554 unique values 0 missing
Eig14_EA	numeric	792 unique values 0 missing
SpMax2_Bh.e.	numeric	303 unique values 0 missing
SM08_AEA.dm.	numeric	792 unique values 0 missing
ATSC6s	numeric	1716 unique values 0 missing
SM07_AEA.ed.	numeric	986 unique values 0 missing
ATS7m	numeric	993 unique values 0 missing
SpMin2_Bh.v.	numeric	260 unique values 0 missing
piPC06	numeric	1023 unique values 0 missing
SpDiam_AEA.ed.	numeric	825 unique values 0 missing
BLTA96	numeric	409 unique values 0 missing
nH	numeric	43 unique values 0 missing
BLTD48	numeric	396 unique values 0 missing
Eig02_EA.bo.	numeric	551 unique values 0 missing
BLTF96	numeric	368 unique values 0 missing
SM12_AEA.ri.	numeric	551 unique values 0 missing
MLOGP	numeric	961 unique values 0 missing
SpMax8_Bh.m.	numeric	567 unique values 0 missing
MLOGP2	numeric	1066 unique values 0 missing
Eig14_EA.bo.	numeric	913 unique values 0 missing
GGI5	numeric	386 unique values 0 missing
SpMin7_Bh.i.	numeric	501 unique values 0 missing
C.006	numeric	11 unique values 0 missing
SM15_AEA.ed.	numeric	1011 unique values 0 missing
S2K	numeric	1169 unique values 0 missing
Eig14_AEA.ri.	numeric	952 unique values 0 missing
PJI2	numeric	14 unique values 0 missing
Eig07_AEA.dm.	numeric	848 unique values 0 missing
HVcpx	numeric	792 unique values 0 missing
LOC	numeric	398 unique values 0 missing
S3K	numeric	1278 unique values 0 missing
Chi1_EA.ed.	numeric	1109 unique values 0 missing
ALOGP	numeric	1316 unique values 0 missing
SpAD_AEA.bo.	numeric	1432 unique values 0 missing
ALOGP2	numeric	1496 unique values 0 missing
NssCH2	numeric	20 unique values 0 missing
nCsp3	numeric	28 unique values 0 missing
SpMax7_Bh.v.	numeric	493 unique values 0 missing
Eig01_EA.ed.	numeric	712 unique values 0 missing
SM13_EA	numeric	1031 unique values 0 missing
SM10_AEA.dm.	numeric	712 unique values 0 missing
SpMax4_Bh.p.	numeric	603 unique values 0 missing
SpMax_EA.ed.	numeric	712 unique values 0 missing
TIC1	numeric	1351 unique values 0 missing
S1K	numeric	962 unique values 0 missing
Eig01_EA.bo.	numeric	518 unique values 0 missing
SAdon	numeric	32 unique values 0 missing
SM11_AEA.ri.	numeric	518 unique values 0 missing
RBN	numeric	20 unique values 0 missing
SpMax_EA.bo.	numeric	518 unique values 0 missing
ATS7v	numeric	926 unique values 0 missing
SpMax3_Bh.e.	numeric	452 unique values 0 missing
ECC	numeric	429 unique values 0 missing
MATS6p	numeric	405 unique values 0 missing
X0Av	numeric	198 unique values 0 missing
SpMin4_Bh.v.	numeric	475 unique values 0 missing
RBF	numeric	181 unique values 0 missing
Eig08_AEA.dm.	numeric	808 unique values 0 missing
ATSC8m	numeric	1682 unique values 0 missing
SpMin4_Bh.i.	numeric	528 unique values 0 missing
SIC4	numeric	249 unique values 0 missing
SpMax3_Bh.i.	numeric	425 unique values 0 missing
SaaaC	numeric	188 unique values 0 missing
SM11_EA.ed.	numeric	1016 unique values 0 missing
Eta_C_A	numeric	610 unique values 0 missing
SPI	numeric	1169 unique values 0 missing
piPC10	numeric	1123 unique values 0 missing
GATS8i	numeric	570 unique values 0 missing
ATS7p	numeric	931 unique values 0 missing
Chi0_EA.dm.	numeric	1215 unique values 0 missing
MATS6v	numeric	420 unique values 0 missing
SpMin2_Bh.p.	numeric	264 unique values 0 missing
BIC4	numeric	225 unique values 0 missing
MAXDN	numeric	1113 unique values 0 missing
CSI	numeric	684 unique values 0 missing
ATS6p	numeric	919 unique values 0 missing
UNIP	numeric	191 unique values 0 missing
ON0V	numeric	649 unique values 0 missing
X0v	numeric	1300 unique values 0 missing
nCb.	numeric	10 unique values 0 missing
SpMAD_EA.bo.	numeric	438 unique values 0 missing
Eig15_AEA.ri.	numeric	932 unique values 0 missing
H.050	numeric	8 unique values 0 missing
Eig14_EA.ri.	numeric	925 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
CATS2D_04_DL	numeric	18 unique values 0 missing
GATS3v	numeric	366 unique values 0 missing
piPC07	numeric	1070 unique values 0 missing
CIC4	numeric	701 unique values 0 missing
SpMAD_AEA.ed.	numeric	273 unique values 0 missing
SM15_EA.ed.	numeric	968 unique values 0 missing
GATS8m	numeric	688 unique values 0 missing
SM12_EA.ed.	numeric	996 unique values 0 missing
Eta_betaS_A	numeric	138 unique values 0 missing
ATSC8p	numeric	1594 unique values 0 missing
SpMax7_Bh.i.	numeric	517 unique values 0 missing
ATS8e	numeric	991 unique values 0 missing
nBT	numeric	69 unique values 0 missing
P_VSA_LogP_5	numeric	498 unique values 0 missing
SM12_EA	numeric	1070 unique values 0 missing
VvdwMG	numeric	1079 unique values 0 missing
SM04_AEA.ed.	numeric	793 unique values 0 missing
Vx	numeric	1079 unique values 0 missing
SM04_EA.ed.	numeric	988 unique values 0 missing
SM13_EA.ed.	numeric	978 unique values 0 missing
Chi0_EA.ed.	numeric	1202 unique values 0 missing
IC1	numeric	790 unique values 0 missing
RDSQ	numeric	1356 unique values 0 missing
C.008	numeric	5 unique values 0 missing
SM08_EA.ed.	numeric	1033 unique values 0 missing
X2Av	numeric	142 unique values 0 missing
ATS1m	numeric	607 unique values 0 missing
GGI3	numeric	244 unique values 0 missing
SpMin3_Bh.p.	numeric	409 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
Eig15_EA.bo.	numeric	900 unique values 0 missing
X3Av	numeric	110 unique values 0 missing
MCD	numeric	198 unique values 0 missing
SpMin6_Bh.s.	numeric	588 unique values 0 missing
SpMin5_Bh.p.	numeric	507 unique values 0 missing
ATSC8v	numeric	1617 unique values 0 missing
ATSC8i	numeric	966 unique values 0 missing
ATS8v	numeric	969 unique values 0 missing
Eig15_EA.ri.	numeric	898 unique values 0 missing
IDE	numeric	842 unique values 0 missing
ON1	numeric	302 unique values 0 missing
Eig02_AEA.ed.	numeric	623 unique values 0 missing
SpDiam_EA.bo.	numeric	528 unique values 0 missing
SpMin2_Bh.s.	numeric	393 unique values 0 missing
C.005	numeric	5 unique values 0 missing
IC2	numeric	919 unique values 0 missing
SM11_EA	numeric	1002 unique values 0 missing
C.034	numeric	4 unique values 0 missing
piPC08	numeric	1112 unique values 0 missing
SpMax3_Bh.m.	numeric	537 unique values 0 missing
Eig15_EA	numeric	767 unique values 0 missing
ATSC5s	numeric	1725 unique values 0 missing
SM09_AEA.dm.	numeric	767 unique values 0 missing
CIC1	numeric	929 unique values 0 missing
VvdwZAZ	numeric	1172 unique values 0 missing
AAC	numeric	503 unique values 0 missing
IC0	numeric	503 unique values 0 missing
TPSA.NO.	numeric	277 unique values 0 missing
ON1V	numeric	1052 unique values 0 missing
ICR	numeric	556 unique values 0 missing
ATSC7s	numeric	1700 unique values 0 missing
D.Dtr10	numeric	466 unique values 0 missing
P_VSA_p_1	numeric	105 unique values 0 missing
P_VSA_LogP_7	numeric	107 unique values 0 missing
AECC	numeric	896 unique values 0 missing
C.002	numeric	16 unique values 0 missing
SM14_EA.ed.	numeric	969 unique values 0 missing
Eig02_EA.ed.	numeric	844 unique values 0 missing
SM11_AEA.dm.	numeric	844 unique values 0 missing
Yindex	numeric	541 unique values 0 missing
MATS8m	numeric	493 unique values 0 missing
Eta_sh_y	numeric	279 unique values 0 missing
SM06_AEA.ed.	numeric	914 unique values 0 missing
GGI8	numeric	309 unique values 0 missing
ATS7s	numeric	958 unique values 0 missing
MSD	numeric	1191 unique values 0 missing
SpMax6_Bh.s.	numeric	776 unique values 0 missing
SpMaxA_AEA.ed.	numeric	243 unique values 0 missing
Eta_FL_A	numeric	229 unique values 0 missing
IAC	numeric	967 unique values 0 missing
TIC0	numeric	967 unique values 0 missing
CATS2D_09_LL	numeric	29 unique values 0 missing
MATS3v	numeric	332 unique values 0 missing
SIC3	numeric	275 unique values 0 missing
IDET	numeric	1355 unique values 0 missing
nN	numeric	7 unique values 0 missing
IDDE	numeric	454 unique values 0 missing
SpMaxA_AEA.ri.	numeric	176 unique values 0 missing
Vindex	numeric	252 unique values 0 missing
IDMT	numeric	1355 unique values 0 missing
SpMin3_Bh.m.	numeric	398 unique values 0 missing
Xu	numeric	1309 unique values 0 missing
SpMaxA_EA.ri.	numeric	142 unique values 0 missing
SpMax7_Bh.s.	numeric	700 unique values 0 missing
ON0	numeric	155 unique values 0 missing
SM14_AEA.ed.	numeric	1026 unique values 0 missing
P_VSA_s_2	numeric	76 unique values 0 missing
P_VSA_MR_1	numeric	79 unique values 0 missing
VAR	numeric	191 unique values 0 missing
AMR	numeric	1511 unique values 0 missing
P_VSA_e_1	numeric	46 unique values 0 missing
P_VSA_m_1	numeric	46 unique values 0 missing
P_VSA_v_1	numeric	46 unique values 0 missing
SM09_EA.bo.	numeric	955 unique values 0 missing
piPC09	numeric	1140 unique values 0 missing
N.068	numeric	6 unique values 0 missing
GATS6v	numeric	460 unique values 0 missing
BIC3	numeric	251 unique values 0 missing
SpMax1_Bh.v.	numeric	277 unique values 0 missing
SssCH2	numeric	1561 unique values 0 missing
GATS8v	numeric	522 unique values 0 missing
SpMaxA_EA	numeric	141 unique values 0 missing
ATS2i	numeric	691 unique values 0 missing
MATS8v	numeric	497 unique values 0 missing
SssO	numeric	634 unique values 0 missing
Eta_alpha_A	numeric	112 unique values 0 missing
PHI	numeric	1183 unique values 0 missing
nRNR2	numeric	6 unique values 0 missing
O.060	numeric	5 unique values 0 missing
ATSC3m	numeric	1581 unique values 0 missing
JGI3	numeric	75 unique values 0 missing
X0sol	numeric	686 unique values 0 missing
SM07_EA.bo.	numeric	913 unique values 0 missing
JGI8	numeric	24 unique values 0 missing
Eig07_EA.ed.	numeric	911 unique values 0 missing
SM02_AEA.ri.	numeric	911 unique values 0 missing
nArOR	numeric	5 unique values 0 missing
SpMin6_Bh.p.	numeric	535 unique values 0 missing
ATSC7m	numeric	1694 unique values 0 missing
SM10_EA.bo.	numeric	956 unique values 0 missing
X5A	numeric	63 unique values 0 missing
PW5	numeric	79 unique values 0 missing
ATS8i	numeric	970 unique values 0 missing
ATSC8e	numeric	499 unique values 0 missing
SMTIV	numeric	1572 unique values 0 missing
SpMax1_Bh.e.	numeric	259 unique values 0 missing
SpMin6_Bh.e.	numeric	544 unique values 0 missing
SMTI	numeric	1267 unique values 0 missing
BLI	numeric	371 unique values 0 missing
X1Av	numeric	157 unique values 0 missing
P_VSA_s_3	numeric	1097 unique values 0 missing
GMTI	numeric	1288 unique values 0 missing
PW4	numeric	111 unique values 0 missing
SpMin5_Bh.m.	numeric	485 unique values 0 missing
SpDiam_EA.dm.	numeric	154 unique values 0 missing
MATS8p	numeric	499 unique values 0 missing
CIC3	numeric	826 unique values 0 missing
Eig01_AEA.ed.	numeric	565 unique values 0 missing
SpMax_AEA.ed.	numeric	565 unique values 0 missing
SpMax7_Bh.m.	numeric	562 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
NaasC	numeric	9 unique values 0 missing
Eig08_EA.ed.	numeric	854 unique values 0 missing
SM03_AEA.ri.	numeric	854 unique values 0 missing
GATS6m	numeric	622 unique values 0 missing
NssO	numeric	5 unique values 0 missing
TIC3	numeric	1325 unique values 0 missing
TIC4	numeric	1090 unique values 0 missing
SM10_AEA.ed.	numeric	1006 unique values 0 missing
Eta_epsi	numeric	826 unique values 0 missing
MDDD	numeric	1282 unique values 0 missing
SpDiam_AEA.ri.	numeric	780 unique values 0 missing
SM08_AEA.bo.	numeric	893 unique values 0 missing
SpMin4_Bh.e.	numeric	543 unique values 0 missing
SM09_AEA.ed.	numeric	1008 unique values 0 missing
SpMax5_Bh.p.	numeric	590 unique values 0 missing
P_VSA_m_2	numeric	1352 unique values 0 missing
ATS1e	numeric	630 unique values 0 missing
P_VSA_i_3	numeric	510 unique values 0 missing
MW	numeric	1091 unique values 0 missing
SpMin6_Bh.i.	numeric	524 unique values 0 missing
piID	numeric	1144 unique values 0 missing
LPRS	numeric	1346 unique values 0 missing
Sp	numeric	1033 unique values 0 missing
SM11_AEA.ed.	numeric	993 unique values 0 missing
ATS3i	numeric	785 unique values 0 missing
CATS2D_08_LL	numeric	32 unique values 0 missing
Eta_L_A	numeric	235 unique values 0 missing
Sv	numeric	1102 unique values 0 missing
Eig02_AEA.bo.	numeric	554 unique values 0 missing
SpMin6_Bh.v.	numeric	519 unique values 0 missing
X0	numeric	529 unique values 0 missing
MWC10	numeric	936 unique values 0 missing
PCR	numeric	382 unique values 0 missing
TIC5	numeric	1046 unique values 0 missing
SpMaxA_AEA.bo.	numeric	187 unique values 0 missing
Se	numeric	1081 unique values 0 missing
ATS1i	numeric	640 unique values 0 missing
Eig01_EA.dm.	numeric	132 unique values 0 missing
SpMax_EA.dm.	numeric	132 unique values 0 missing
nHAcc	numeric	13 unique values 0 missing
P_VSA_v_2	numeric	323 unique values 0 missing
P_VSA_i_4	numeric	126 unique values 0 missing
RDCHI	numeric	955 unique values 0 missing
IC5	numeric	734 unique values 0 missing
Eta_betaP_A	numeric	310 unique values 0 missing
Eta_betaS	numeric	82 unique values 0 missing
SM15_EA	numeric	1074 unique values 0 missing
ATS6m	numeric	962 unique values 0 missing
Eta_alpha	numeric	518 unique values 0 missing
IC4	numeric	761 unique values 0 missing
Eig08_AEA.ri.	numeric	731 unique values 0 missing
HDcpx	numeric	263 unique values 0 missing
ATS6v	numeric	929 unique values 0 missing
SAtot	numeric	1405 unique values 0 missing
SpMax8_Bh.s.	numeric	664 unique values 0 missing
ATSC3v	numeric	1548 unique values 0 missing
SpMax6_Bh.e.	numeric	537 unique values 0 missing
XMOD	numeric	1464 unique values 0 missing
RFD	numeric	65 unique values 0 missing
TWC	numeric	914 unique values 0 missing
SM14_EA	numeric	1081 unique values 0 missing
GGI4	numeric	581 unique values 0 missing
SM08_AEA.ed.	numeric	998 unique values 0 missing
TPSA.Tot.	numeric	313 unique values 0 missing
SpMax7_Bh.p.	numeric	486 unique values 0 missing
CENT	numeric	858 unique values 0 missing
SpMAD_AEA.bo.	numeric	228 unique values 0 missing
SpMax4_Bh.i.	numeric	543 unique values 0 missing
SM05_AEA.ed.	numeric	885 unique values 0 missing
ISIZ	numeric	65 unique values 0 missing
nAT	numeric	65 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1875

Number of instances (rows) of the dataset.

NumberOfFeatures

344

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

343

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

1.74

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

Dimensionality

0.18

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

3.72

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

0.08

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

83.77

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.24

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.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.6

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-0.71

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.94

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

86.23

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

4.82

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

14039.39

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.71

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

15.17

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-3.96

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.29

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.74

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.63

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.68

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

MaxStdDevOfNumericAtts

9163.03

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.97

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

4.86

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.71

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

153.15

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

-0.15

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.

Show all 62 properties