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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3078

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by unknown
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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: CHEMBL3078 (TID: 10747), and it has 13 rows and 402 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.

404 features

pXC50 (target)	numeric	13 unique values 0 missing
molecule_id (row identifier)	nominal	13 unique values 0 missing
ATS4s	numeric	13 unique values 0 missing
ATSC2e	numeric	13 unique values 0 missing
BAC	numeric	10 unique values 0 missing
C.006	numeric	5 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
CATS2D_04_PL	numeric	3 unique values 0 missing
CATS2D_07_AL	numeric	7 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	13 unique values 0 missing
Eta_F	numeric	13 unique values 0 missing
GATS2s	numeric	11 unique values 0 missing
GATS5p	numeric	13 unique values 0 missing
GATS8e	numeric	13 unique values 0 missing
GGI6	numeric	10 unique values 0 missing
N.066	numeric	2 unique values 0 missing
N.068	numeric	3 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
NsNH2	numeric	2 unique values 0 missing
ON0	numeric	10 unique values 0 missing
P_VSA_e_2	numeric	10 unique values 0 missing
P_VSA_LogP_2	numeric	10 unique values 0 missing
P_VSA_LogP_3	numeric	9 unique values 0 missing
P_VSA_LogP_5	numeric	12 unique values 0 missing
P_VSA_MR_5	numeric	13 unique values 0 missing
P_VSA_p_3	numeric	10 unique values 0 missing
P_VSA_v_3	numeric	10 unique values 0 missing
PW4	numeric	9 unique values 0 missing
SdssC	numeric	13 unique values 0 missing
SpMax3_Bh.v.	numeric	11 unique values 0 missing
SpMax6_Bh.s.	numeric	10 unique values 0 missing
SpMax7_Bh.s.	numeric	10 unique values 0 missing
SpMax8_Bh.s.	numeric	13 unique values 0 missing
SsNH2	numeric	12 unique values 0 missing
SsssCH	numeric	13 unique values 0 missing
TPSA.NO.	numeric	12 unique values 0 missing
TPSA.Tot.	numeric	12 unique values 0 missing
X0	numeric	11 unique values 0 missing
X0sol	numeric	11 unique values 0 missing
X2A	numeric	9 unique values 0 missing
ATS1m	numeric	13 unique values 0 missing
ATS2s	numeric	11 unique values 0 missing
ATS4m	numeric	12 unique values 0 missing
ATS5m	numeric	12 unique values 0 missing
ATS8m	numeric	13 unique values 0 missing
ATSC7e	numeric	12 unique values 0 missing
ATSC7s	numeric	13 unique values 0 missing
BIC0	numeric	11 unique values 0 missing
Eig09_EA.ri.	numeric	13 unique values 0 missing
GATS1i	numeric	13 unique values 0 missing
GATS3p	numeric	13 unique values 0 missing
GATS4m	numeric	12 unique values 0 missing
GATS5m	numeric	13 unique values 0 missing
GATS6p	numeric	13 unique values 0 missing
IC1	numeric	13 unique values 0 missing
LLS_02	numeric	4 unique values 0 missing
MATS1i	numeric	13 unique values 0 missing
MATS4e	numeric	12 unique values 0 missing
MAXDN	numeric	13 unique values 0 missing
Mv	numeric	13 unique values 0 missing
MW	numeric	13 unique values 0 missing
nHet	numeric	5 unique values 0 missing
Psi_i_s	numeric	13 unique values 0 missing
SIC0	numeric	12 unique values 0 missing
SM03_AEA.bo.	numeric	13 unique values 0 missing
SM04_AEA.bo.	numeric	13 unique values 0 missing
SM05_AEA.bo.	numeric	12 unique values 0 missing
SpMax5_Bh.m.	numeric	13 unique values 0 missing
X1sol	numeric	11 unique values 0 missing
X2sol	numeric	11 unique values 0 missing
XMOD	numeric	13 unique values 0 missing
ZM1Kup	numeric	13 unique values 0 missing
ZM1Mad	numeric	13 unique values 0 missing
ZM1MulPer	numeric	13 unique values 0 missing
ZM1Per	numeric	13 unique values 0 missing
ZM1V	numeric	11 unique values 0 missing
ZM2Kup	numeric	13 unique values 0 missing
ZM2MulPer	numeric	13 unique values 0 missing
ZM2Per	numeric	13 unique values 0 missing
ZM2V	numeric	12 unique values 0 missing
Eta_F_A	numeric	12 unique values 0 missing
Eta_FL	numeric	13 unique values 0 missing
CIC1	numeric	13 unique values 0 missing
Eig06_AEA.bo.	numeric	13 unique values 0 missing
Eig06_EA.bo.	numeric	13 unique values 0 missing
Eig07_EA.bo.	numeric	12 unique values 0 missing
Eig12_AEA.bo.	numeric	7 unique values 0 missing
Eig12_EA.bo.	numeric	7 unique values 0 missing
Eta_beta	numeric	13 unique values 0 missing
Eta_betaP	numeric	7 unique values 0 missing
Eta_betaP_A	numeric	11 unique values 0 missing
nBM	numeric	7 unique values 0 missing
piID	numeric	13 unique values 0 missing
piPC01	numeric	11 unique values 0 missing
SCBO	numeric	11 unique values 0 missing
SpAD_EA.bo.	numeric	13 unique values 0 missing
SpMAD_EA.bo.	numeric	12 unique values 0 missing
SpMax2_Bh.v.	numeric	9 unique values 0 missing
Uc	numeric	7 unique values 0 missing
Ui	numeric	6 unique values 0 missing
GATS1s	numeric	13 unique values 0 missing
AAC	numeric	12 unique values 0 missing
Eta_epsi_A	numeric	13 unique values 0 missing
Eta_FL_A	numeric	13 unique values 0 missing
Eta_L_A	numeric	11 unique values 0 missing
IC0	numeric	12 unique values 0 missing
Me	numeric	10 unique values 0 missing
piPC07	numeric	13 unique values 0 missing
O.	numeric	12 unique values 0 missing
GATS5i	numeric	13 unique values 0 missing
MATS5i	numeric	13 unique values 0 missing
ATS3m	numeric	12 unique values 0 missing
Eig07_EA	numeric	9 unique values 0 missing
Eig08_EA.ed.	numeric	11 unique values 0 missing
SM03_AEA.ri.	numeric	11 unique values 0 missing
SM15_AEA.bo.	numeric	9 unique values 0 missing
GATS6i	numeric	12 unique values 0 missing
SsssN	numeric	12 unique values 0 missing
CATS2D_03_LL	numeric	6 unique values 0 missing
ARR	numeric	11 unique values 0 missing
ATSC4e	numeric	13 unique values 0 missing
DLS_04	numeric	5 unique values 0 missing
DLS_cons	numeric	9 unique values 0 missing
Eig02_EA.bo.	numeric	9 unique values 0 missing
Eig03_EA.bo.	numeric	8 unique values 0 missing
Eig13_AEA.bo.	numeric	10 unique values 0 missing
Eig13_AEA.ri.	numeric	5 unique values 0 missing
Eig13_EA.bo.	numeric	10 unique values 0 missing
Eig13_EA.ri.	numeric	5 unique values 0 missing
GATS2m	numeric	12 unique values 0 missing
Mp	numeric	9 unique values 0 missing
NaaCH	numeric	6 unique values 0 missing
NaasC	numeric	5 unique values 0 missing
nAB	numeric	5 unique values 0 missing
nCar	numeric	5 unique values 0 missing
nCsp2	numeric	7 unique values 0 missing
NssCH2	numeric	5 unique values 0 missing
P_VSA_i_2	numeric	10 unique values 0 missing
P_VSA_MR_6	numeric	9 unique values 0 missing
P_VSA_s_4	numeric	10 unique values 0 missing
SM12_AEA.ri.	numeric	9 unique values 0 missing
SM13_AEA.ri.	numeric	8 unique values 0 missing
SpMax2_Bh.p.	numeric	9 unique values 0 missing
SpMax3_Bh.p.	numeric	9 unique values 0 missing
AMW	numeric	13 unique values 0 missing
GATS1v	numeric	13 unique values 0 missing
H.	numeric	10 unique values 0 missing
piPC10	numeric	13 unique values 0 missing
SssCH2	numeric	13 unique values 0 missing
ATS7m	numeric	13 unique values 0 missing
Psi_e_A	numeric	13 unique values 0 missing
Psi_i_A	numeric	13 unique values 0 missing
MATS2m	numeric	13 unique values 0 missing
GATS7e	numeric	13 unique values 0 missing
ATSC4s	numeric	13 unique values 0 missing
ATSC1e	numeric	13 unique values 0 missing
ATSC3v	numeric	13 unique values 0 missing
ATSC4v	numeric	13 unique values 0 missing
BIC1	numeric	13 unique values 0 missing
BID	numeric	8 unique values 0 missing
CATS2D_03_AL	numeric	4 unique values 0 missing
CATS2D_04_AL	numeric	7 unique values 0 missing
CATS2D_05_AL	numeric	6 unique values 0 missing
CATS2D_06_DL	numeric	3 unique values 0 missing
D.Dtr06	numeric	11 unique values 0 missing
Eig04_EA.bo.	numeric	10 unique values 0 missing
Eig05_AEA.bo.	numeric	13 unique values 0 missing
Eig05_EA.bo.	numeric	13 unique values 0 missing
Eig09_AEA.ri.	numeric	13 unique values 0 missing
Eig10_AEA.bo.	numeric	11 unique values 0 missing
Eig10_AEA.ri.	numeric	12 unique values 0 missing
Eig10_EA.ri.	numeric	13 unique values 0 missing
Eig11_EA.bo.	numeric	10 unique values 0 missing
Eta_alpha	numeric	12 unique values 0 missing
GATS2p	numeric	12 unique values 0 missing
GATS2v	numeric	13 unique values 0 missing
GATS6v	numeric	13 unique values 0 missing
GGI9	numeric	10 unique values 0 missing
HDcpx	numeric	10 unique values 0 missing
IDDM	numeric	11 unique values 0 missing
IDM	numeric	11 unique values 0 missing
O.060	numeric	3 unique values 0 missing
Psi_e_0	numeric	13 unique values 0 missing
RDSQ	numeric	11 unique values 0 missing
SIC1	numeric	12 unique values 0 missing
SM02_AEA.bo.	numeric	13 unique values 0 missing
SM14_AEA.ri.	numeric	10 unique values 0 missing
SM15_AEA.ri.	numeric	13 unique values 0 missing
SpDiam_EA.dm.	numeric	6 unique values 0 missing
SpMax6_Bh.m.	numeric	13 unique values 0 missing
C.	numeric	11 unique values 0 missing
Eig09_AEA.bo.	numeric	13 unique values 0 missing
Eig09_EA.bo.	numeric	13 unique values 0 missing
Eta_beta_A	numeric	13 unique values 0 missing
GATS1m	numeric	13 unique values 0 missing
piPC02	numeric	13 unique values 0 missing
piPC03	numeric	13 unique values 0 missing
piPC04	numeric	13 unique values 0 missing
piPC05	numeric	13 unique values 0 missing
piPC06	numeric	13 unique values 0 missing
piPC09	numeric	13 unique values 0 missing
SaaCH	numeric	13 unique values 0 missing
SaasC	numeric	13 unique values 0 missing
SM02_EA.bo.	numeric	13 unique values 0 missing
PCD	numeric	13 unique values 0 missing
PCR	numeric	12 unique values 0 missing
piPC08	numeric	13 unique values 0 missing
ATS5v	numeric	12 unique values 0 missing
ATS6s	numeric	13 unique values 0 missing
ATS6v	numeric	13 unique values 0 missing
ATS8s	numeric	13 unique values 0 missing
ATSC6p	numeric	13 unique values 0 missing
DELS	numeric	13 unique values 0 missing
Dz	numeric	11 unique values 0 missing
Eig06_EA	numeric	10 unique values 0 missing
Eig07_AEA.ri.	numeric	8 unique values 0 missing
GGI1	numeric	7 unique values 0 missing
MATS2p	numeric	11 unique values 0 missing
nDB	numeric	3 unique values 0 missing
P_VSA_s_6	numeric	9 unique values 0 missing
S1K	numeric	13 unique values 0 missing
SM14_AEA.bo.	numeric	10 unique values 0 missing
SPI	numeric	11 unique values 0 missing
GATS6s	numeric	13 unique values 0 missing
P_VSA_m_2	numeric	13 unique values 0 missing
RBF	numeric	13 unique values 0 missing
ATSC5e	numeric	13 unique values 0 missing
MATS5e	numeric	13 unique values 0 missing
ATSC3e	numeric	13 unique values 0 missing
ATSC8e	numeric	13 unique values 0 missing
CATS2D_04_DL	numeric	6 unique values 0 missing
CATS2D_08_LL	numeric	8 unique values 0 missing
CATS2D_09_LL	numeric	4 unique values 0 missing
Eig03_EA.ri.	numeric	13 unique values 0 missing
GATS4p	numeric	12 unique values 0 missing
GATS7s	numeric	13 unique values 0 missing
MWC08	numeric	11 unique values 0 missing
MWC09	numeric	11 unique values 0 missing
MWC10	numeric	11 unique values 0 missing
SdO	numeric	13 unique values 0 missing
SpMax1_Bh.i.	numeric	9 unique values 0 missing
SpMax2_Bh.m.	numeric	10 unique values 0 missing
SpMin4_Bh.i.	numeric	8 unique values 0 missing
SpMin6_Bh.s.	numeric	12 unique values 0 missing
SpMin7_Bh.s.	numeric	10 unique values 0 missing
TWC	numeric	11 unique values 0 missing
X4v	numeric	13 unique values 0 missing
X5v	numeric	13 unique values 0 missing
ATS6m	numeric	13 unique values 0 missing
ATSC6s	numeric	13 unique values 0 missing
Eig08_AEA.ri.	numeric	12 unique values 0 missing
Eig08_EA	numeric	11 unique values 0 missing
MATS6i	numeric	13 unique values 0 missing
SM02_AEA.dm.	numeric	11 unique values 0 missing
ATSC5s	numeric	13 unique values 0 missing
GATS7m	numeric	13 unique values 0 missing
AECC	numeric	11 unique values 0 missing
ALOGP	numeric	13 unique values 0 missing
ALOGP2	numeric	13 unique values 0 missing
AMR	numeric	13 unique values 0 missing
ATS1e	numeric	13 unique values 0 missing
ATS1i	numeric	12 unique values 0 missing
ATS1p	numeric	13 unique values 0 missing
ATS1s	numeric	13 unique values 0 missing
ATS1v	numeric	13 unique values 0 missing
ATS2e	numeric	13 unique values 0 missing
ATS2i	numeric	13 unique values 0 missing
ATS2m	numeric	13 unique values 0 missing
ATS2p	numeric	13 unique values 0 missing
ATS2v	numeric	12 unique values 0 missing
ATS3e	numeric	12 unique values 0 missing
ATS3i	numeric	13 unique values 0 missing
ATS3p	numeric	12 unique values 0 missing
ATS3s	numeric	13 unique values 0 missing
ATS3v	numeric	12 unique values 0 missing
ATS4e	numeric	12 unique values 0 missing
ATS4i	numeric	13 unique values 0 missing
ATS4p	numeric	12 unique values 0 missing
ATS4v	numeric	13 unique values 0 missing
ATS5e	numeric	13 unique values 0 missing
ATS5i	numeric	13 unique values 0 missing
ATS5p	numeric	13 unique values 0 missing
ATS5s	numeric	13 unique values 0 missing
ATS6e	numeric	13 unique values 0 missing
ATS6i	numeric	13 unique values 0 missing
ATS6p	numeric	13 unique values 0 missing
ATS7e	numeric	13 unique values 0 missing
ATS7i	numeric	12 unique values 0 missing
ATS7p	numeric	13 unique values 0 missing
ATS7s	numeric	11 unique values 0 missing
ATS7v	numeric	12 unique values 0 missing
ATS8e	numeric	13 unique values 0 missing
ATS8i	numeric	13 unique values 0 missing
ATS8p	numeric	13 unique values 0 missing
ATS8v	numeric	12 unique values 0 missing
ATSC1i	numeric	13 unique values 0 missing
ATSC1m	numeric	13 unique values 0 missing
ATSC1p	numeric	13 unique values 0 missing
ATSC1s	numeric	13 unique values 0 missing
ATSC1v	numeric	13 unique values 0 missing
ATSC2i	numeric	13 unique values 0 missing
ATSC2m	numeric	13 unique values 0 missing
ATSC2p	numeric	13 unique values 0 missing
ATSC2s	numeric	13 unique values 0 missing
ATSC2v	numeric	13 unique values 0 missing
ATSC3i	numeric	12 unique values 0 missing
ATSC3m	numeric	13 unique values 0 missing
ATSC3p	numeric	13 unique values 0 missing
ATSC3s	numeric	13 unique values 0 missing
ATSC4i	numeric	13 unique values 0 missing
ATSC4m	numeric	13 unique values 0 missing
ATSC4p	numeric	13 unique values 0 missing
ATSC5i	numeric	13 unique values 0 missing
ATSC5m	numeric	13 unique values 0 missing
ATSC5p	numeric	13 unique values 0 missing
ATSC5v	numeric	13 unique values 0 missing
ATSC6e	numeric	13 unique values 0 missing
ATSC6i	numeric	12 unique values 0 missing
ATSC6m	numeric	13 unique values 0 missing
ATSC6v	numeric	13 unique values 0 missing
ATSC7i	numeric	13 unique values 0 missing
ATSC7m	numeric	13 unique values 0 missing
ATSC7p	numeric	13 unique values 0 missing
ATSC7v	numeric	13 unique values 0 missing
ATSC8i	numeric	13 unique values 0 missing
ATSC8m	numeric	13 unique values 0 missing
ATSC8p	numeric	13 unique values 0 missing
ATSC8s	numeric	13 unique values 0 missing
ATSC8v	numeric	13 unique values 0 missing
BBI	numeric	9 unique values 0 missing
BIC2	numeric	13 unique values 0 missing
BIC3	numeric	12 unique values 0 missing
BIC4	numeric	12 unique values 0 missing
BIC5	numeric	13 unique values 0 missing
BLI	numeric	13 unique values 0 missing
BLTA96	numeric	12 unique values 0 missing
BLTD48	numeric	12 unique values 0 missing
BLTF96	numeric	12 unique values 0 missing
C.001	numeric	3 unique values 0 missing
C.002	numeric	4 unique values 0 missing
C.003	numeric	2 unique values 0 missing
C.005	numeric	2 unique values 0 missing
C.008	numeric	3 unique values 0 missing
C.009	numeric	2 unique values 0 missing
C.024	numeric	5 unique values 0 missing
C.025	numeric	4 unique values 0 missing
C.026	numeric	3 unique values 0 missing
C.027	numeric	2 unique values 0 missing
C.028	numeric	2 unique values 0 missing
C.033	numeric	2 unique values 0 missing
C.034	numeric	2 unique values 0 missing
C.039	numeric	2 unique values 0 missing
C.040	numeric	3 unique values 0 missing
C.041	numeric	3 unique values 0 missing
C.042	numeric	2 unique values 0 missing
C.043	numeric	2 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
CATS2D_01_LL	numeric	5 unique values 0 missing
CATS2D_02_AA	numeric	3 unique values 0 missing
CATS2D_02_AL	numeric	5 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
CATS2D_02_DA	numeric	4 unique values 0 missing
CATS2D_02_DD	numeric	3 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
CATS2D_02_DP	numeric	3 unique values 0 missing
CATS2D_02_LL	numeric	6 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
CATS2D_03_DL	numeric	4 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
CATS2D_03_PL	numeric	2 unique values 0 missing
CATS2D_04_DA	numeric	2 unique values 0 missing
CATS2D_04_LL	numeric	4 unique values 0 missing
CATS2D_05_AA	numeric	4 unique values 0 missing
CATS2D_05_DA	numeric	3 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
CATS2D_05_DL	numeric	7 unique values 0 missing
CATS2D_05_LL	numeric	4 unique values 0 missing
CATS2D_05_PL	numeric	3 unique values 0 missing
CATS2D_06_AA	numeric	3 unique values 0 missing
CATS2D_06_AL	numeric	6 unique values 0 missing
CATS2D_06_DA	numeric	3 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
CATS2D_06_DP	numeric	2 unique values 0 missing
CATS2D_06_LL	numeric	3 unique values 0 missing
CATS2D_06_PL	numeric	2 unique values 0 missing
CATS2D_07_AA	numeric	3 unique values 0 missing
CATS2D_07_DA	numeric	4 unique values 0 missing
CATS2D_07_DD	numeric	3 unique values 0 missing
CATS2D_07_DL	numeric	4 unique values 0 missing
CATS2D_07_DP	numeric	2 unique values 0 missing
CATS2D_07_LL	numeric	8 unique values 0 missing
CATS2D_07_PL	numeric	2 unique values 0 missing
CATS2D_08_AA	numeric	4 unique values 0 missing
CATS2D_08_AL	numeric	3 unique values 0 missing
CATS2D_08_AP	numeric	2 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

404

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

403

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1MutualInformation

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

99.75

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.25

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-0.28

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

0.99

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.

Quartile1SkewnessOfNumericAtts

-0.6

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.12

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

0.94

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

Quartile2MeansOfNumericAtts

3.69

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

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

0.42

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

Quartile2StdDevOfNumericAtts

0.28

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

2.72

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

7.99

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

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

Quartile3SkewnessOfNumericAtts

1.37

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.6

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

AutoCorrelation

-0.41

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

26.94

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

31.08

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

739.39

Maximum of means among attributes of the numeric type.

MaxMutualInformation

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

MaxNominalAttDistinctValues

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

MaxSkewnessOfNumericAtts

3.61

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

100.04

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

1.54

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

MeanMutualInformation

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

MeanNoiseToSignalRatio

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

MeanNominalAttDistinctValues

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

MeanSkewnessOfNumericAtts

0.41

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

4.29

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-2.14