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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6120

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL6120 (TID: 102767), and it has 26 rows and 390 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.

392 features

pXC50 (target)	numeric	26 unique values 0 missing
molecule_id (row identifier)	nominal	26 unique values 0 missing
ATS8m	numeric	26 unique values 0 missing
GATS4p	numeric	25 unique values 0 missing
MATS4p	numeric	25 unique values 0 missing
SpMax3_Bh.m.	numeric	21 unique values 0 missing
GATS7v	numeric	26 unique values 0 missing
ATS4i	numeric	20 unique values 0 missing
GATS3m	numeric	18 unique values 0 missing
JGI4	numeric	14 unique values 0 missing
GATS4m	numeric	23 unique values 0 missing
GATS6p	numeric	26 unique values 0 missing
PCD	numeric	24 unique values 0 missing
S3K	numeric	15 unique values 0 missing
SpMax4_Bh.m.	numeric	20 unique values 0 missing
X2v	numeric	22 unique values 0 missing
ALOGP	numeric	11 unique values 0 missing
ALOGP2	numeric	11 unique values 0 missing
AMW	numeric	11 unique values 0 missing
ATS2m	numeric	11 unique values 0 missing
ATS3m	numeric	19 unique values 0 missing
ATS4m	numeric	25 unique values 0 missing
ATS7m	numeric	26 unique values 0 missing
ATSC4m	numeric	26 unique values 0 missing
BIC1	numeric	11 unique values 0 missing
Br.094	numeric	4 unique values 0 missing
CIC1	numeric	11 unique values 0 missing
Eig02_AEA.bo.	numeric	22 unique values 0 missing
Eig02_AEA.ri.	numeric	20 unique values 0 missing
Eig02_EA	numeric	21 unique values 0 missing
Eig02_EA.bo.	numeric	19 unique values 0 missing
Eig03_AEA.ed.	numeric	25 unique values 0 missing
Eig03_EA.ed.	numeric	25 unique values 0 missing
Eta_alpha_A	numeric	11 unique values 0 missing
Eta_C_A	numeric	23 unique values 0 missing
Eta_F_A	numeric	25 unique values 0 missing
Eta_sh_p	numeric	9 unique values 0 missing
GATS1m	numeric	10 unique values 0 missing
GATS1p	numeric	11 unique values 0 missing
GATS2p	numeric	11 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
Mi	numeric	11 unique values 0 missing
Mp	numeric	11 unique values 0 missing
Mv	numeric	11 unique values 0 missing
MW	numeric	11 unique values 0 missing
nArX	numeric	4 unique values 0 missing
nBR	numeric	4 unique values 0 missing
nHM	numeric	4 unique values 0 missing
NsBr	numeric	4 unique values 0 missing
nX	numeric	4 unique values 0 missing
P_VSA_e_3	numeric	6 unique values 0 missing
P_VSA_i_2	numeric	11 unique values 0 missing
P_VSA_LogP_8	numeric	4 unique values 0 missing
P_VSA_m_5	numeric	4 unique values 0 missing
P_VSA_MR_8	numeric	5 unique values 0 missing
P_VSA_s_5	numeric	4 unique values 0 missing
PW2	numeric	13 unique values 0 missing
SIC1	numeric	10 unique values 0 missing
SM05_EA.bo.	numeric	17 unique values 0 missing
SM07_AEA.bo.	numeric	20 unique values 0 missing
SM07_EA.bo.	numeric	21 unique values 0 missing
SM08_AEA.bo.	numeric	20 unique values 0 missing
SM08_EA.bo.	numeric	17 unique values 0 missing
SM10_AEA.bo.	numeric	21 unique values 0 missing
SM12_AEA.dm.	numeric	25 unique values 0 missing
SM12_AEA.ri.	numeric	19 unique values 0 missing
SpMax1_Bh.m.	numeric	11 unique values 0 missing
SpMax2_Bh.m.	numeric	11 unique values 0 missing
SpMax6_Bh.m.	numeric	22 unique values 0 missing
SpMax8_Bh.m.	numeric	19 unique values 0 missing
SpMin2_Bh.m.	numeric	22 unique values 0 missing
SpMin3_Bh.m.	numeric	17 unique values 0 missing
SsBr	numeric	15 unique values 0 missing
X.	numeric	6 unique values 0 missing
X0Av	numeric	11 unique values 0 missing
ZM1Mad	numeric	11 unique values 0 missing
ZM2Mad	numeric	19 unique values 0 missing
GATS6m	numeric	25 unique values 0 missing
GATS8p	numeric	26 unique values 0 missing
X4A	numeric	9 unique values 0 missing
GATS3v	numeric	18 unique values 0 missing
ATSC6m	numeric	26 unique values 0 missing
ATS8p	numeric	26 unique values 0 missing
ATS8v	numeric	26 unique values 0 missing
GATS2v	numeric	11 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
IC1	numeric	11 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
MATS6m	numeric	24 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
piID	numeric	25 unique values 0 missing
piPC03	numeric	17 unique values 0 missing
piPC04	numeric	18 unique values 0 missing
P_VSA_s_3	numeric	9 unique values 0 missing
SM03_EA.bo.	numeric	8 unique values 0 missing
SM04_EA.bo.	numeric	16 unique values 0 missing
SpMax6_Bh.p.	numeric	19 unique values 0 missing
SpMin7_Bh.i.	numeric	8 unique values 0 missing
GATS7p	numeric	24 unique values 0 missing
MATS7m	numeric	24 unique values 0 missing
MATS7v	numeric	24 unique values 0 missing
ATSC3p	numeric	19 unique values 0 missing
ATSC4p	numeric	26 unique values 0 missing
AMR	numeric	11 unique values 0 missing
ATS1m	numeric	11 unique values 0 missing
ATS2p	numeric	11 unique values 0 missing
ATS3p	numeric	18 unique values 0 missing
ATS4p	numeric	26 unique values 0 missing
ATS5m	numeric	25 unique values 0 missing
ATS6m	numeric	26 unique values 0 missing
ATS7v	numeric	25 unique values 0 missing
ATSC8m	numeric	26 unique values 0 missing
BIC0	numeric	11 unique values 0 missing
BLI	numeric	14 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
Depressant.80	numeric	2 unique values 0 missing
Eig03_AEA.ri.	numeric	24 unique values 0 missing
Eig12_AEA.ed.	numeric	20 unique values 0 missing
Eig15_EA.ri.	numeric	20 unique values 0 missing
Eta_alpha	numeric	10 unique values 0 missing
Eta_beta_A	numeric	11 unique values 0 missing
Eta_C	numeric	26 unique values 0 missing
Eta_FL_A	numeric	10 unique values 0 missing
Eta_L	numeric	16 unique values 0 missing
Eta_L_A	numeric	11 unique values 0 missing
MATS2m	numeric	10 unique values 0 missing
MLOGP	numeric	12 unique values 0 missing
MLOGP2	numeric	12 unique values 0 missing
P_VSA_p_3	numeric	11 unique values 0 missing
P_VSA_v_3	numeric	11 unique values 0 missing
SIC0	numeric	10 unique values 0 missing
SpMAD_EA.ri.	numeric	18 unique values 0 missing
SpMax2_Bh.p.	numeric	11 unique values 0 missing
SpMax2_Bh.v.	numeric	13 unique values 0 missing
SpMax5_Bh.m.	numeric	22 unique values 0 missing
SpMax7_Bh.m.	numeric	20 unique values 0 missing
X0sol	numeric	11 unique values 0 missing
X0v	numeric	11 unique values 0 missing
X1Av	numeric	12 unique values 0 missing
X1sol	numeric	15 unique values 0 missing
X1v	numeric	15 unique values 0 missing
X2sol	numeric	19 unique values 0 missing
X3sol	numeric	23 unique values 0 missing
X3v	numeric	26 unique values 0 missing
X4sol	numeric	25 unique values 0 missing
X4v	numeric	24 unique values 0 missing
X5sol	numeric	24 unique values 0 missing
XMOD	numeric	15 unique values 0 missing
AAC	numeric	11 unique values 0 missing
IC0	numeric	11 unique values 0 missing
X2Av	numeric	14 unique values 0 missing
X3Av	numeric	12 unique values 0 missing
X4Av	numeric	11 unique values 0 missing
X5Av	numeric	9 unique values 0 missing
X5v	numeric	26 unique values 0 missing
GATS7m	numeric	25 unique values 0 missing
MATS7p	numeric	26 unique values 0 missing
SM13_EA.bo.	numeric	24 unique values 0 missing
ATS1p	numeric	11 unique values 0 missing
ATS1v	numeric	11 unique values 0 missing
ATS2v	numeric	11 unique values 0 missing
ATS3v	numeric	19 unique values 0 missing
ATS7p	numeric	26 unique values 0 missing
ATSC3m	numeric	19 unique values 0 missing
ATSC8p	numeric	26 unique values 0 missing
Chi1_EA.ri.	numeric	21 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
Eig04_AEA.ed.	numeric	25 unique values 0 missing
Eig04_EA.ed.	numeric	25 unique values 0 missing
Eig12_EA.ri.	numeric	22 unique values 0 missing
Eig15_EA.bo.	numeric	23 unique values 0 missing
Eta_betaP_A	numeric	9 unique values 0 missing
IDDM	numeric	17 unique values 0 missing
IDM	numeric	22 unique values 0 missing
piPC02	numeric	11 unique values 0 missing
Psi_i_0	numeric	11 unique values 0 missing
Psi_i_1	numeric	15 unique values 0 missing
SM02_EA.bo.	numeric	11 unique values 0 missing
SM09_EA.bo.	numeric	23 unique values 0 missing
SM10_EA.bo.	numeric	24 unique values 0 missing
SM11_EA.bo.	numeric	25 unique values 0 missing
SM12_EA.bo.	numeric	23 unique values 0 missing
SM13_AEA.dm.	numeric	25 unique values 0 missing
Sp	numeric	11 unique values 0 missing
SpAD_AEA.ri.	numeric	25 unique values 0 missing
SpAD_EA.bo.	numeric	25 unique values 0 missing
SpMax2_Bh.e.	numeric	12 unique values 0 missing
VvdwMG	numeric	11 unique values 0 missing
VvdwZAZ	numeric	11 unique values 0 missing
Vx	numeric	11 unique values 0 missing
X3	numeric	23 unique values 0 missing
SM06_EA.bo.	numeric	21 unique values 0 missing
BIC2	numeric	14 unique values 0 missing
GATS5m	numeric	25 unique values 0 missing
IAC	numeric	11 unique values 0 missing
PHI	numeric	11 unique values 0 missing
S1K	numeric	11 unique values 0 missing
S2K	numeric	11 unique values 0 missing
SAtot	numeric	11 unique values 0 missing
TIC0	numeric	11 unique values 0 missing
GATS8m	numeric	26 unique values 0 missing
Eig02_AEA.dm.	numeric	20 unique values 0 missing
piPC10	numeric	25 unique values 0 missing
CIC2	numeric	14 unique values 0 missing
SIC2	numeric	14 unique values 0 missing
ATS4v	numeric	25 unique values 0 missing
Eig15_EA.ed.	numeric	22 unique values 0 missing
SM10_AEA.ri.	numeric	22 unique values 0 missing
AECC	numeric	21 unique values 0 missing
ARR	numeric	8 unique values 0 missing
ATS1e	numeric	11 unique values 0 missing
ATS1i	numeric	11 unique values 0 missing
ATS1s	numeric	12 unique values 0 missing
ATS2e	numeric	11 unique values 0 missing
ATS2i	numeric	11 unique values 0 missing
ATS2s	numeric	21 unique values 0 missing
ATS3e	numeric	13 unique values 0 missing
ATS3i	numeric	12 unique values 0 missing
ATS3s	numeric	24 unique values 0 missing
ATS4e	numeric	23 unique values 0 missing
ATS4s	numeric	26 unique values 0 missing
ATS5e	numeric	23 unique values 0 missing
ATS5i	numeric	22 unique values 0 missing
ATS5p	numeric	26 unique values 0 missing
ATS5s	numeric	26 unique values 0 missing
ATS5v	numeric	26 unique values 0 missing
ATS6e	numeric	25 unique values 0 missing
ATS6i	numeric	25 unique values 0 missing
ATS6p	numeric	25 unique values 0 missing
ATS6s	numeric	25 unique values 0 missing
ATS6v	numeric	25 unique values 0 missing
ATS7e	numeric	25 unique values 0 missing
ATS7i	numeric	24 unique values 0 missing
ATS7s	numeric	23 unique values 0 missing
ATS8e	numeric	25 unique values 0 missing
ATS8i	numeric	26 unique values 0 missing
ATS8s	numeric	24 unique values 0 missing
ATSC1e	numeric	11 unique values 0 missing
ATSC1i	numeric	11 unique values 0 missing
ATSC1m	numeric	11 unique values 0 missing
ATSC1p	numeric	11 unique values 0 missing
ATSC1s	numeric	15 unique values 0 missing
ATSC1v	numeric	11 unique values 0 missing
ATSC2e	numeric	11 unique values 0 missing
ATSC2i	numeric	11 unique values 0 missing
ATSC2m	numeric	11 unique values 0 missing
ATSC2p	numeric	11 unique values 0 missing
ATSC2s	numeric	22 unique values 0 missing
ATSC2v	numeric	11 unique values 0 missing
ATSC3e	numeric	19 unique values 0 missing
ATSC3i	numeric	11 unique values 0 missing
ATSC3s	numeric	26 unique values 0 missing
ATSC3v	numeric	19 unique values 0 missing
ATSC4e	numeric	25 unique values 0 missing
ATSC4i	numeric	18 unique values 0 missing
ATSC4s	numeric	26 unique values 0 missing
ATSC4v	numeric	25 unique values 0 missing
ATSC5e	numeric	26 unique values 0 missing
ATSC5i	numeric	21 unique values 0 missing
ATSC5m	numeric	26 unique values 0 missing
ATSC5p	numeric	26 unique values 0 missing
ATSC5s	numeric	26 unique values 0 missing
ATSC5v	numeric	26 unique values 0 missing
ATSC6e	numeric	25 unique values 0 missing
ATSC6i	numeric	26 unique values 0 missing
ATSC6p	numeric	26 unique values 0 missing
ATSC6s	numeric	26 unique values 0 missing
ATSC6v	numeric	26 unique values 0 missing
ATSC7e	numeric	26 unique values 0 missing
ATSC7i	numeric	24 unique values 0 missing
ATSC7m	numeric	26 unique values 0 missing
ATSC7p	numeric	26 unique values 0 missing
ATSC7s	numeric	26 unique values 0 missing
ATSC7v	numeric	26 unique values 0 missing
ATSC8e	numeric	23 unique values 0 missing
ATSC8i	numeric	26 unique values 0 missing
ATSC8s	numeric	26 unique values 0 missing
ATSC8v	numeric	26 unique values 0 missing
BAC	numeric	11 unique values 0 missing
BBI	numeric	10 unique values 0 missing
BIC3	numeric	10 unique values 0 missing
BIC4	numeric	7 unique values 0 missing
BIC5	numeric	6 unique values 0 missing
BID	numeric	9 unique values 0 missing
C.	numeric	5 unique values 0 missing
C.001	numeric	3 unique values 0 missing
C.002	numeric	3 unique values 0 missing
C.003	numeric	2 unique values 0 missing
C.005	numeric	2 unique values 0 missing
C.006	numeric	3 unique values 0 missing
C.019	numeric	2 unique values 0 missing
C.024	numeric	6 unique values 0 missing
C.025	numeric	4 unique values 0 missing
C.026	numeric	5 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
CATS2D_01_AA	numeric	2 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
CATS2D_01_LL	numeric	8 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
CATS2D_02_AA	numeric	3 unique values 0 missing
CATS2D_02_AL	numeric	6 unique values 0 missing
CATS2D_02_DA	numeric	2 unique values 0 missing
CATS2D_02_DL	numeric	6 unique values 0 missing
CATS2D_02_LL	numeric	7 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
CATS2D_03_AA	numeric	2 unique values 0 missing
CATS2D_03_AL	numeric	7 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
CATS2D_03_DL	numeric	7 unique values 0 missing
CATS2D_03_LL	numeric	6 unique values 0 missing
CATS2D_03_NL	numeric	2 unique values 0 missing
CATS2D_04_AA	numeric	3 unique values 0 missing
CATS2D_04_AL	numeric	8 unique values 0 missing
CATS2D_04_DA	numeric	3 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
CATS2D_04_DL	numeric	5 unique values 0 missing
CATS2D_04_LL	numeric	7 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
CATS2D_05_AL	numeric	8 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	4 unique values 0 missing
CATS2D_05_LL	numeric	9 unique values 0 missing
CATS2D_06_AA	numeric	3 unique values 0 missing
CATS2D_06_AL	numeric	7 unique values 0 missing
CATS2D_06_AN	numeric	2 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
CATS2D_06_DL	numeric	5 unique values 0 missing
CATS2D_06_LL	numeric	9 unique values 0 missing
CATS2D_07_AA	numeric	3 unique values 0 missing
CATS2D_07_AL	numeric	8 unique values 0 missing
CATS2D_07_DA	numeric	3 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
CATS2D_07_DL	numeric	5 unique values 0 missing
CATS2D_07_LL	numeric	8 unique values 0 missing
CATS2D_08_AA	numeric	2 unique values 0 missing
CATS2D_08_AL	numeric	4 unique values 0 missing
CATS2D_08_DA	numeric	2 unique values 0 missing
CATS2D_08_DD	numeric	3 unique values 0 missing
CATS2D_08_DL	numeric	6 unique values 0 missing
CATS2D_08_LL	numeric	4 unique values 0 missing
CATS2D_08_NL	numeric	2 unique values 0 missing
CATS2D_09_AA	numeric	2 unique values 0 missing
CATS2D_09_AL	numeric	5 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
CATS2D_09_DL	numeric	6 unique values 0 missing
CATS2D_09_LL	numeric	3 unique values 0 missing
CATS2D_09_NL	numeric	2 unique values 0 missing
CENT	numeric	24 unique values 0 missing
Chi0_AEA.bo.	numeric	15 unique values 0 missing
Chi0_AEA.dm.	numeric	15 unique values 0 missing
Chi0_AEA.ed.	numeric	15 unique values 0 missing
Chi0_AEA.ri.	numeric	15 unique values 0 missing
Chi0_EA	numeric	15 unique values 0 missing
Chi0_EA.bo.	numeric	17 unique values 0 missing
Chi0_EA.dm.	numeric	11 unique values 0 missing
Chi0_EA.ed.	numeric	25 unique values 0 missing
Chi0_EA.ri.	numeric	20 unique values 0 missing
Chi1_AEA.bo.	numeric	19 unique values 0 missing
Chi1_AEA.dm.	numeric	19 unique values 0 missing
Chi1_AEA.ed.	numeric	19 unique values 0 missing
Chi1_AEA.ri.	numeric	19 unique values 0 missing
Chi1_EA	numeric	19 unique values 0 missing
Chi1_EA.bo.	numeric	19 unique values 0 missing
Chi1_EA.dm.	numeric	19 unique values 0 missing
Chi1_EA.ed.	numeric	25 unique values 0 missing
CIC0	numeric	11 unique values 0 missing
CIC3	numeric	9 unique values 0 missing
CIC4	numeric	7 unique values 0 missing
CIC5	numeric	6 unique values 0 missing
CID	numeric	12 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
CSI	numeric	22 unique values 0 missing
DBI	numeric	8 unique values 0 missing
D.Dtr05	numeric	16 unique values 0 missing
D.Dtr06	numeric	25 unique values 0 missing
D.Dtr09	numeric	15 unique values 0 missing
D.Dtr10	numeric	2 unique values 0 missing
DECC	numeric	20 unique values 0 missing
DELS	numeric	26 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
DLS_01	numeric	2 unique values 0 missing
DLS_02	numeric	2 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
DLS_04	numeric	4 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

392

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

391

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

99.74

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.26

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-0.87

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

0.8

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

-0.18

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.13

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

3.19

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

Quartile2MeansOfNumericAtts

3.65

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

0.31

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

Quartile2StdDevOfNumericAtts

0.39

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

7.92

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

8.03

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

1.62

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.31

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

AutoCorrelation

-0

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

16.81

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

15.08

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

701.04

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

5.1

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

169.48

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

5.16

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

0.64

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

4.02

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-2.17