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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5080

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL5080 (TID: 101054), and it has 47 rows and 401 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.

403 features

pXC50 (target)	numeric	32 unique values 0 missing
molecule_id (row identifier)	nominal	47 unique values 0 missing
Chi1_EA.ed.	numeric	40 unique values 0 missing
IC1	numeric	38 unique values 0 missing
Eig10_AEA.ri.	numeric	24 unique values 0 missing
ATSC8s	numeric	45 unique values 0 missing
Eta_epsi	numeric	36 unique values 0 missing
SdssC	numeric	21 unique values 0 missing
ON1	numeric	31 unique values 0 missing
ATS6s	numeric	47 unique values 0 missing
S1K	numeric	35 unique values 0 missing
GATS6p	numeric	43 unique values 0 missing
SpMax4_Bh.e.	numeric	36 unique values 0 missing
ATS4s	numeric	44 unique values 0 missing
SpMax4_Bh.i.	numeric	36 unique values 0 missing
GATS5i	numeric	44 unique values 0 missing
SpMin4_Bh.p.	numeric	38 unique values 0 missing
SM09_EA.bo.	numeric	31 unique values 0 missing
ATS1s	numeric	42 unique values 0 missing
SM10_EA.bo.	numeric	38 unique values 0 missing
Eig07_EA	numeric	31 unique values 0 missing
SM11_EA.bo.	numeric	29 unique values 0 missing
Eig10_EA	numeric	18 unique values 0 missing
SM12_EA.bo.	numeric	34 unique values 0 missing
Eig10_EA.ed.	numeric	24 unique values 0 missing
SM13_EA.bo.	numeric	31 unique values 0 missing
Eig10_EA.ri.	numeric	26 unique values 0 missing
SM14_EA.bo.	numeric	31 unique values 0 missing
Eig13_AEA.bo.	numeric	22 unique values 0 missing
SM15_EA.bo.	numeric	30 unique values 0 missing
Eig13_AEA.ri.	numeric	26 unique values 0 missing
TIC1	numeric	39 unique values 0 missing
HDcpx	numeric	33 unique values 0 missing
ATSC4e	numeric	46 unique values 0 missing
IDDE	numeric	32 unique values 0 missing
ATSC6e	numeric	46 unique values 0 missing
IDDM	numeric	32 unique values 0 missing
GATS5p	numeric	44 unique values 0 missing
IDM	numeric	40 unique values 0 missing
IC2	numeric	43 unique values 0 missing
MW	numeric	37 unique values 0 missing
ATSC8e	numeric	42 unique values 0 missing
Psi_e_0	numeric	45 unique values 0 missing
GATS6e	numeric	45 unique values 0 missing
S0K	numeric	28 unique values 0 missing
ATSC3s	numeric	47 unique values 0 missing
SM04_AEA.dm.	numeric	18 unique values 0 missing
MATS6i	numeric	46 unique values 0 missing
SM05_AEA.ri.	numeric	24 unique values 0 missing
MATS6p	numeric	41 unique values 0 missing
SM15_AEA.bo.	numeric	31 unique values 0 missing
SpMin1_Bh.e.	numeric	27 unique values 0 missing
SpMax4_Bh.m.	numeric	32 unique values 0 missing
GGI6	numeric	28 unique values 0 missing
SpMaxA_EA.ri.	numeric	27 unique values 0 missing
ATSC8m	numeric	44 unique values 0 missing
X0	numeric	27 unique values 0 missing
ATS1m	numeric	37 unique values 0 missing
X0sol	numeric	28 unique values 0 missing
ATS2s	numeric	43 unique values 0 missing
X1sol	numeric	33 unique values 0 missing
ATS4m	numeric	45 unique values 0 missing
MATS6s	numeric	43 unique values 0 missing
ATS5m	numeric	46 unique values 0 missing
MATS1e	numeric	36 unique values 0 missing
ATS5s	numeric	46 unique values 0 missing
TPSA.NO.	numeric	15 unique values 0 missing
ATS7m	numeric	45 unique values 0 missing
TPSA.Tot.	numeric	16 unique values 0 missing
ATS8s	numeric	43 unique values 0 missing
ATS6m	numeric	44 unique values 0 missing
ATSC2s	numeric	47 unique values 0 missing
ATSC3m	numeric	43 unique values 0 missing
ATSC3e	numeric	43 unique values 0 missing
SpMax7_Bh.p.	numeric	31 unique values 0 missing
ATSC5e	numeric	46 unique values 0 missing
SpMin7_Bh.i.	numeric	28 unique values 0 missing
ATSC5s	numeric	47 unique values 0 missing
TIC4	numeric	36 unique values 0 missing
ATSC6s	numeric	47 unique values 0 missing
X3v	numeric	47 unique values 0 missing
ATSC7s	numeric	46 unique values 0 missing
BID	numeric	26 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	41 unique values 0 missing
CATS2D_02_DL	numeric	6 unique values 0 missing
Eig08_EA.ri.	numeric	41 unique values 0 missing
Chi0_EA.dm.	numeric	25 unique values 0 missing
Eig09_AEA.dm.	numeric	32 unique values 0 missing
Chi1_EA.dm.	numeric	27 unique values 0 missing
Eig10_AEA.ed.	numeric	23 unique values 0 missing
DELS	numeric	47 unique values 0 missing
Eta_beta_A	numeric	32 unique values 0 missing
Eig01_EA.dm.	numeric	7 unique values 0 missing
SpAD_AEA.dm.	numeric	41 unique values 0 missing
Eig03_EA.ri.	numeric	39 unique values 0 missing
SpAD_AEA.ed.	numeric	40 unique values 0 missing
Eig08_AEA.ed.	numeric	33 unique values 0 missing
SpMaxA_AEA.ed.	numeric	27 unique values 0 missing
Eta_F	numeric	47 unique values 0 missing
X2	numeric	38 unique values 0 missing
GGI4	numeric	28 unique values 0 missing
X4	numeric	40 unique values 0 missing
LLS_01	numeric	5 unique values 0 missing
DBI	numeric	22 unique values 0 missing
nDB	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	34 unique values 0 missing
NdO	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	34 unique values 0 missing
NdssC	numeric	2 unique values 0 missing
IDET	numeric	40 unique values 0 missing
nHAcc	numeric	6 unique values 0 missing
IDMT	numeric	40 unique values 0 missing
nHet	numeric	6 unique values 0 missing
LPRS	numeric	40 unique values 0 missing
O.058	numeric	3 unique values 0 missing
SpMax8_Bh.m.	numeric	33 unique values 0 missing
SdO	numeric	25 unique values 0 missing
SpMaxA_AEA.ri.	numeric	28 unique values 0 missing
SM02_EA.dm.	numeric	10 unique values 0 missing
SpMaxA_EA	numeric	24 unique values 0 missing
SM04_EA.dm.	numeric	10 unique values 0 missing
X1	numeric	32 unique values 0 missing
SM05_AEA.bo.	numeric	34 unique values 0 missing
Xu	numeric	40 unique values 0 missing
SM06_AEA.bo.	numeric	34 unique values 0 missing
C.041	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	9 unique values 0 missing
CATS2D_09_AL	numeric	11 unique values 0 missing
SM07_AEA.bo.	numeric	39 unique values 0 missing
Eig05_AEA.bo.	numeric	36 unique values 0 missing
SM08_AEA.bo.	numeric	39 unique values 0 missing
Eig09_AEA.ed.	numeric	29 unique values 0 missing
SM08_EA.dm.	numeric	9 unique values 0 missing
Eig14_AEA.ed.	numeric	25 unique values 0 missing
SM10_EA.dm.	numeric	9 unique values 0 missing
MATS6e	numeric	45 unique values 0 missing
SM12_EA.dm.	numeric	8 unique values 0 missing
MPC04	numeric	29 unique values 0 missing
SM14_EA.dm.	numeric	8 unique values 0 missing
MWC03	numeric	29 unique values 0 missing
SpAD_EA.dm.	numeric	10 unique values 0 missing
MWC05	numeric	38 unique values 0 missing
SpDiam_EA.dm.	numeric	7 unique values 0 missing
MWC06	numeric	39 unique values 0 missing
SpMAD_EA.dm.	numeric	18 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
SpMax2_Bh.s.	numeric	14 unique values 0 missing
SM02_EA.ri.	numeric	39 unique values 0 missing
SpMax3_Bh.s.	numeric	21 unique values 0 missing
SpAD_AEA.bo.	numeric	40 unique values 0 missing
SpMax5_Bh.s.	numeric	35 unique values 0 missing
SpAD_AEA.ri.	numeric	46 unique values 0 missing
SpMax6_Bh.s.	numeric	29 unique values 0 missing
SpAD_EA	numeric	40 unique values 0 missing
SpMax7_Bh.s.	numeric	33 unique values 0 missing
SpAD_EA.ri.	numeric	46 unique values 0 missing
SpMax8_Bh.s.	numeric	37 unique values 0 missing
X3	numeric	39 unique values 0 missing
SpMaxA_EA.dm.	numeric	9 unique values 0 missing
X5	numeric	40 unique values 0 missing
SpMax_EA.dm.	numeric	7 unique values 0 missing
ZM2	numeric	29 unique values 0 missing
TIE	numeric	47 unique values 0 missing
ATS1e	numeric	36 unique values 0 missing
ZM1Kup	numeric	39 unique values 0 missing
ATSC4m	numeric	47 unique values 0 missing
ZM1Mad	numeric	41 unique values 0 missing
X2v	numeric	46 unique values 0 missing
ZM1MulPer	numeric	45 unique values 0 missing
Eig04_EA.bo.	numeric	32 unique values 0 missing
ZM1Per	numeric	45 unique values 0 missing
H.047	numeric	12 unique values 0 missing
ZM1V	numeric	35 unique values 0 missing
SM14_AEA.ri.	numeric	32 unique values 0 missing
ZM2Kup	numeric	43 unique values 0 missing
X5sol	numeric	41 unique values 0 missing
ZM2MulPer	numeric	45 unique values 0 missing
ATS8e	numeric	43 unique values 0 missing
ZM2Per	numeric	45 unique values 0 missing
SaaO	numeric	20 unique values 0 missing
ZM2V	numeric	36 unique values 0 missing
X5v	numeric	47 unique values 0 missing
ATS3s	numeric	46 unique values 0 missing
GATS7s	numeric	46 unique values 0 missing
Eig03_AEA.dm.	numeric	40 unique values 0 missing
P_VSA_s_3	numeric	17 unique values 0 missing
GATS6s	numeric	47 unique values 0 missing
GGI9	numeric	24 unique values 0 missing
SM03_EA.bo.	numeric	12 unique values 0 missing
PW5	numeric	23 unique values 0 missing
SM05_EA.bo.	numeric	24 unique values 0 missing
Eig10_EA.bo.	numeric	31 unique values 0 missing
SM06_EA.bo.	numeric	38 unique values 0 missing
GATS1e	numeric	37 unique values 0 missing
SM07_EA.bo.	numeric	31 unique values 0 missing
ATSC7e	numeric	41 unique values 0 missing
SM08_EA.bo.	numeric	39 unique values 0 missing
SpMax1_Bh.p.	numeric	35 unique values 0 missing
SpMax3_Bh.m.	numeric	43 unique values 0 missing
X4sol	numeric	41 unique values 0 missing
X2sol	numeric	40 unique values 0 missing
SpMax2_Bh.i.	numeric	29 unique values 0 missing
CATS2D_02_AA	numeric	4 unique values 0 missing
CATS2D_05_DL	numeric	7 unique values 0 missing
Eig01_AEA.bo.	numeric	16 unique values 0 missing
GATS8e	numeric	42 unique values 0 missing
Eig01_AEA.dm.	numeric	14 unique values 0 missing
MATS1s	numeric	35 unique values 0 missing
Eig01_EA.bo.	numeric	22 unique values 0 missing
BIC3	numeric	38 unique values 0 missing
Eig02_EA.dm.	numeric	8 unique values 0 missing
CIC3	numeric	40 unique values 0 missing
N.068	numeric	3 unique values 0 missing
SIC3	numeric	36 unique values 0 missing
NsssN	numeric	3 unique values 0 missing
Psi_e_A	numeric	34 unique values 0 missing
SM11_AEA.ri.	numeric	22 unique values 0 missing
Psi_i_A	numeric	34 unique values 0 missing
SpDiam_AEA.bo.	numeric	25 unique values 0 missing
Eig10_AEA.bo.	numeric	29 unique values 0 missing
SpDiam_AEA.dm.	numeric	14 unique values 0 missing
SMTIV	numeric	44 unique values 0 missing
SpDiam_EA.bo.	numeric	22 unique values 0 missing
Eig13_EA.ed.	numeric	31 unique values 0 missing
SpMax_AEA.bo.	numeric	16 unique values 0 missing
SM08_AEA.ri.	numeric	31 unique values 0 missing
SpMax_AEA.dm.	numeric	14 unique values 0 missing
ATS8i	numeric	43 unique values 0 missing
SpMax_EA.bo.	numeric	22 unique values 0 missing
ATS8p	numeric	42 unique values 0 missing
IC3	numeric	38 unique values 0 missing
ATSC8p	numeric	44 unique values 0 missing
ATSC4s	numeric	47 unique values 0 missing
X4v	numeric	46 unique values 0 missing
NaasC	numeric	4 unique values 0 missing
Eta_alpha_A	numeric	23 unique values 0 missing
Eig05_AEA.ed.	numeric	36 unique values 0 missing
Eig09_AEA.bo.	numeric	27 unique values 0 missing
Eig07_AEA.ed.	numeric	34 unique values 0 missing
Eig09_EA.bo.	numeric	26 unique values 0 missing
MAXDP	numeric	44 unique values 0 missing
GATS2e	numeric	38 unique values 0 missing
SpMax1_Bh.s.	numeric	13 unique values 0 missing
GATS2s	numeric	44 unique values 0 missing
SpMax4_Bh.s.	numeric	29 unique values 0 missing
Eig06_AEA.dm.	numeric	40 unique values 0 missing
MATS4e	numeric	45 unique values 0 missing
Eig06_EA	numeric	36 unique values 0 missing
ATS2m	numeric	40 unique values 0 missing
Eig07_EA.ed.	numeric	38 unique values 0 missing
ATS3m	numeric	43 unique values 0 missing
SM02_AEA.ri.	numeric	38 unique values 0 missing
Eig07_AEA.bo.	numeric	30 unique values 0 missing
SM14_AEA.bo.	numeric	36 unique values 0 missing
Eig07_AEA.dm.	numeric	26 unique values 0 missing
Eig14_AEA.dm.	numeric	32 unique values 0 missing
Eig07_EA.bo.	numeric	32 unique values 0 missing
ATSC1s	numeric	43 unique values 0 missing
Eta_beta	numeric	29 unique values 0 missing
AMR	numeric	41 unique values 0 missing
Eta_betaP	numeric	10 unique values 0 missing
CSI	numeric	39 unique values 0 missing
Eta_F_A	numeric	44 unique values 0 missing
ECC	numeric	35 unique values 0 missing
Eta_FL	numeric	34 unique values 0 missing
Eig12_AEA.ri.	numeric	32 unique values 0 missing
nBM	numeric	8 unique values 0 missing
MDDD	numeric	40 unique values 0 missing
piPC01	numeric	23 unique values 0 missing
RDCHI	numeric	39 unique values 0 missing
piPC02	numeric	30 unique values 0 missing
UNIP	numeric	32 unique values 0 missing
piPC03	numeric	33 unique values 0 missing
Eig08_AEA.bo.	numeric	32 unique values 0 missing
SCBO	numeric	23 unique values 0 missing
Eig08_EA.bo.	numeric	33 unique values 0 missing
SM02_EA.bo.	numeric	30 unique values 0 missing
Eig09_EA.ed.	numeric	32 unique values 0 missing
SM04_EA.bo.	numeric	35 unique values 0 missing
SM04_AEA.ri.	numeric	32 unique values 0 missing
SpAD_EA.bo.	numeric	40 unique values 0 missing
CIC4	numeric	34 unique values 0 missing
SpMax1_Bh.e.	numeric	36 unique values 0 missing
SIC4	numeric	31 unique values 0 missing
SpMax1_Bh.i.	numeric	37 unique values 0 missing
GGI7	numeric	24 unique values 0 missing
SpMax2_Bh.e.	numeric	32 unique values 0 missing
SpMax6_Bh.i.	numeric	21 unique values 0 missing
SpMax2_Bh.p.	numeric	32 unique values 0 missing
Chi0_AEA.bo.	numeric	31 unique values 0 missing
SpMin2_Bh.i.	numeric	23 unique values 0 missing
Chi0_AEA.dm.	numeric	31 unique values 0 missing
Uc	numeric	8 unique values 0 missing
Ui	numeric	7 unique values 0 missing
X3sol	numeric	41 unique values 0 missing
XMOD	numeric	43 unique values 0 missing
ZM2Mad	numeric	43 unique values 0 missing
P_VSA_MR_5	numeric	16 unique values 0 missing
H.051	numeric	3 unique values 0 missing
SpMin3_Bh.v.	numeric	19 unique values 0 missing
Eig02_AEA.dm.	numeric	27 unique values 0 missing
ATSC5m	numeric	47 unique values 0 missing
ATSC6m	numeric	46 unique values 0 missing
SpMax7_Bh.e.	numeric	27 unique values 0 missing
TIC2	numeric	44 unique values 0 missing
Eta_epsi_A	numeric	36 unique values 0 missing
Me	numeric	29 unique values 0 missing
piPC05	numeric	37 unique values 0 missing
CATS2D_05_DA	numeric	5 unique values 0 missing
AAC	numeric	36 unique values 0 missing
AMW	numeric	36 unique values 0 missing
B.112	numeric	2 unique values 0 missing
GATS5e	numeric	47 unique values 0 missing
GGI3	numeric	24 unique values 0 missing
IC0	numeric	36 unique values 0 missing
MATS1m	numeric	33 unique values 0 missing
MATS2s	numeric	44 unique values 0 missing
MAXDN	numeric	38 unique values 0 missing
N.	numeric	15 unique values 0 missing
N.072	numeric	3 unique values 0 missing
nB	numeric	2 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
nN	numeric	5 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
NsssB	numeric	2 unique values 0 missing
RDSQ	numeric	40 unique values 0 missing
S.110	numeric	2 unique values 0 missing
SddssS	numeric	22 unique values 0 missing
SM03_EA.dm.	numeric	5 unique values 0 missing
SM05_EA.dm.	numeric	6 unique values 0 missing
SM07_EA.dm.	numeric	7 unique values 0 missing
SM09_EA.dm.	numeric	7 unique values 0 missing
SM11_EA.dm.	numeric	6 unique values 0 missing
SM13_EA.dm.	numeric	6 unique values 0 missing
SM15_EA.dm.	numeric	6 unique values 0 missing
SpMax1_Bh.m.	numeric	29 unique values 0 missing
SpMax2_Bh.m.	numeric	34 unique values 0 missing
SssNH	numeric	24 unique values 0 missing
SsssB	numeric	20 unique values 0 missing
PCD	numeric	37 unique values 0 missing
Eig03_EA.dm.	numeric	3 unique values 0 missing
MPC03	numeric	23 unique values 0 missing
Pol	numeric	21 unique values 0 missing
Dz	numeric	26 unique values 0 missing
GMTIV	numeric	45 unique values 0 missing
CATS2D_05_AL	numeric	9 unique values 0 missing
X1v	numeric	42 unique values 0 missing
Eig02_EA.bo.	numeric	27 unique values 0 missing
SM12_AEA.ri.	numeric	27 unique values 0 missing
MATS5m	numeric	45 unique values 0 missing
ATS8m	numeric	44 unique values 0 missing
ATS7s	numeric	44 unique values 0 missing
ATSC2e	numeric	40 unique values 0 missing
Eig08_AEA.dm.	numeric	26 unique values 0 missing
Eig08_EA	numeric	36 unique values 0 missing
Eig11_AEA.bo.	numeric	24 unique values 0 missing
Eig12_AEA.bo.	numeric	32 unique values 0 missing
Eig15_AEA.bo.	numeric	26 unique values 0 missing
Eta_betaS	numeric	24 unique values 0 missing
IAC	numeric	36 unique values 0 missing
ON0	numeric	25 unique values 0 missing
Psi_e_1	numeric	45 unique values 0 missing
SM02_AEA.dm.	numeric	36 unique values 0 missing
TIC0	numeric	36 unique values 0 missing
Eig12_AEA.dm.	numeric	33 unique values 0 missing
BIC2	numeric	40 unique values 0 missing
Eig03_EA.bo.	numeric	30 unique values 0 missing
Eig04_AEA.bo.	numeric	32 unique values 0 missing
Eig04_AEA.dm.	numeric	31 unique values 0 missing
Eig04_AEA.ri.	numeric	35 unique values 0 missing
Eig04_EA.ri.	numeric	35 unique values 0 missing
Eig05_AEA.dm.	numeric	31 unique values 0 missing
Eig06_AEA.bo.	numeric	36 unique values 0 missing
Eig06_EA.bo.	numeric	39 unique values 0 missing
nO	numeric	4 unique values 0 missing
piPC04	numeric	40 unique values 0 missing
Psi_i_t	numeric	9 unique values 0 missing
SM02_AEA.bo.	numeric	27 unique values 0 missing
SM03_AEA.bo.	numeric	31 unique values 0 missing
SM04_AEA.bo.	numeric	35 unique values 0 missing
SM13_AEA.ri.	numeric	30 unique values 0 missing
H.	numeric	31 unique values 0 missing
Eig08_EA.ed.	numeric	37 unique values 0 missing
SM03_AEA.ri.	numeric	37 unique values 0 missing
Eig10_AEA.dm.	numeric	24 unique values 0 missing
SsssN	numeric	23 unique values 0 missing
BIC0	numeric	32 unique values 0 missing
GATS5s	numeric	46 unique values 0 missing
SpMin2_Bh.v.	numeric	15 unique values 0 missing
Psi_i_s	numeric	36 unique values 0 missing
P_VSA_MR_6	numeric	18 unique values 0 missing
P_VSA_s_4	numeric	16 unique values 0 missing
SpMin7_Bh.e.	numeric	32 unique values 0 missing
TIC3	numeric	40 unique values 0 missing
CATS2D_03_AA	numeric	5 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax6_Bh.e.	numeric	24 unique values 0 missing
SpMax6_Bh.m.	numeric	30 unique values 0 missing
SpMin6_Bh.i.	numeric	29 unique values 0 missing
CENT	numeric	37 unique values 0 missing
Chi0_EA.ed.	numeric	39 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

403

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

402

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

-0.36

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

Dimensionality

8.57

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

3.37

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

-0.56

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

56.53

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

-0.55

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

0.72

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.09

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-1.8

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

14.92

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

0.93

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

14898.85

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.75

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

8.54

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-2.91

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.25

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

0.01

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

3.52

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-1.49

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.38

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

MaxStdDevOfNumericAtts

8889.01

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.08

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

0.32

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-1.17

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

111.52

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.38

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

AutoCorrelation

0.16

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