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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2922

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: CHEMBL2922 (TID: 12567), and it has 19 rows and 400 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.

402 features

pXC50 (target)	numeric	19 unique values 0 missing
molecule_id (row identifier)	nominal	19 unique values 0 missing
Eig10_AEA.ri.	numeric	18 unique values 0 missing
AECC	numeric	18 unique values 0 missing
Eig10_EA	numeric	16 unique values 0 missing
AMR	numeric	18 unique values 0 missing
Eig10_EA.bo.	numeric	18 unique values 0 missing
ARR	numeric	16 unique values 0 missing
Eig10_EA.ed.	numeric	18 unique values 0 missing
ATS1e	numeric	18 unique values 0 missing
Eig10_EA.ri.	numeric	18 unique values 0 missing
ATS1i	numeric	18 unique values 0 missing
Eig11_AEA.bo.	numeric	12 unique values 0 missing
ATS1p	numeric	18 unique values 0 missing
Eig11_AEA.ri.	numeric	17 unique values 0 missing
ATS1v	numeric	17 unique values 0 missing
Eig11_EA.bo.	numeric	11 unique values 0 missing
ATS2e	numeric	18 unique values 0 missing
Eig11_EA.ed.	numeric	17 unique values 0 missing
ATS2i	numeric	18 unique values 0 missing
Eig12_AEA.bo.	numeric	12 unique values 0 missing
ATS2p	numeric	18 unique values 0 missing
Eig12_AEA.dm.	numeric	18 unique values 0 missing
ATS2v	numeric	18 unique values 0 missing
Eig12_AEA.ed.	numeric	17 unique values 0 missing
ATS3e	numeric	18 unique values 0 missing
Eig12_EA.bo.	numeric	11 unique values 0 missing
ATS3i	numeric	18 unique values 0 missing
Eig12_EA.ed.	numeric	17 unique values 0 missing
ATS3p	numeric	18 unique values 0 missing
Eig14_AEA.ed.	numeric	13 unique values 0 missing
ATS3v	numeric	18 unique values 0 missing
Eig15_AEA.ed.	numeric	14 unique values 0 missing
ATS4e	numeric	18 unique values 0 missing
GGI8	numeric	15 unique values 0 missing
ATS4i	numeric	18 unique values 0 missing
IDDE	numeric	18 unique values 0 missing
ATS4m	numeric	18 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
ATS4p	numeric	18 unique values 0 missing
MW	numeric	18 unique values 0 missing
ATS4s	numeric	18 unique values 0 missing
P_VSA_MR_5	numeric	13 unique values 0 missing
ATS4v	numeric	18 unique values 0 missing
RDCHI	numeric	18 unique values 0 missing
ATS5e	numeric	18 unique values 0 missing
SM04_AEA.dm.	numeric	16 unique values 0 missing
ATS5i	numeric	18 unique values 0 missing
SM04_AEA.ri.	numeric	16 unique values 0 missing
ATS5m	numeric	18 unique values 0 missing
SM05_AEA.ri.	numeric	18 unique values 0 missing
ATS5p	numeric	18 unique values 0 missing
SM06_AEA.ri.	numeric	17 unique values 0 missing
ATS5s	numeric	19 unique values 0 missing
SM07_AEA.ri.	numeric	17 unique values 0 missing
ATS5v	numeric	18 unique values 0 missing
SM13_AEA.dm.	numeric	17 unique values 0 missing
ATS6e	numeric	19 unique values 0 missing
SM14_AEA.bo.	numeric	18 unique values 0 missing
ATS6i	numeric	18 unique values 0 missing
SM15_AEA.bo.	numeric	18 unique values 0 missing
ATS6m	numeric	19 unique values 0 missing
SM15_AEA.ri.	numeric	17 unique values 0 missing
ATS6p	numeric	18 unique values 0 missing
SpMax2_Bh.e.	numeric	16 unique values 0 missing
ATS6s	numeric	19 unique values 0 missing
SpMax2_Bh.i.	numeric	17 unique values 0 missing
ATS6v	numeric	19 unique values 0 missing
SpMax2_Bh.p.	numeric	16 unique values 0 missing
ATS7e	numeric	19 unique values 0 missing
SpMax2_Bh.v.	numeric	19 unique values 0 missing
ATS7i	numeric	19 unique values 0 missing
SpMax3_Bh.e.	numeric	17 unique values 0 missing
ATS7p	numeric	18 unique values 0 missing
SpMax3_Bh.m.	numeric	19 unique values 0 missing
ATS7s	numeric	19 unique values 0 missing
SpMax3_Bh.s.	numeric	11 unique values 0 missing
ATS7v	numeric	19 unique values 0 missing
SpMax3_Bh.v.	numeric	19 unique values 0 missing
ATS8e	numeric	19 unique values 0 missing
SpMax5_Bh.s.	numeric	18 unique values 0 missing
ATS8i	numeric	19 unique values 0 missing
SpMax6_Bh.s.	numeric	18 unique values 0 missing
ATS8p	numeric	19 unique values 0 missing
SpMax8_Bh.s.	numeric	19 unique values 0 missing
ATS8v	numeric	19 unique values 0 missing
SpMaxA_AEA.ed.	numeric	17 unique values 0 missing
ATSC1i	numeric	18 unique values 0 missing
SpMaxA_AEA.ri.	numeric	16 unique values 0 missing
ATSC1p	numeric	18 unique values 0 missing
SpMaxA_EA	numeric	17 unique values 0 missing
ATSC1s	numeric	18 unique values 0 missing
SpMaxA_EA.ri.	numeric	16 unique values 0 missing
ATSC2i	numeric	18 unique values 0 missing
SpMin2_Bh.e.	numeric	17 unique values 0 missing
ATSC2p	numeric	18 unique values 0 missing
SpMin2_Bh.i.	numeric	13 unique values 0 missing
ATSC2s	numeric	18 unique values 0 missing
UNIP	numeric	18 unique values 0 missing
ATSC3i	numeric	18 unique values 0 missing
X2sol	numeric	18 unique values 0 missing
ATSC3m	numeric	18 unique values 0 missing
X3Av	numeric	13 unique values 0 missing
ATSC3p	numeric	18 unique values 0 missing
X4Av	numeric	10 unique values 0 missing
ATSC4i	numeric	18 unique values 0 missing
X5Av	numeric	9 unique values 0 missing
ATSC4m	numeric	18 unique values 0 missing
Xindex	numeric	17 unique values 0 missing
ATSC4p	numeric	18 unique values 0 missing
ZM1Mad	numeric	18 unique values 0 missing
ATSC4v	numeric	18 unique values 0 missing
MATS6i	numeric	18 unique values 0 missing
ATSC5e	numeric	18 unique values 0 missing
N.	numeric	14 unique values 0 missing
ATSC5i	numeric	18 unique values 0 missing
AAC	numeric	18 unique values 0 missing
ATSC5m	numeric	18 unique values 0 missing
ATSC1m	numeric	18 unique values 0 missing
ATSC5p	numeric	18 unique values 0 missing
C.038	numeric	2 unique values 0 missing
ATSC6i	numeric	18 unique values 0 missing
C.041	numeric	2 unique values 0 missing
ATSC6m	numeric	19 unique values 0 missing
CATS2D_01_AA	numeric	3 unique values 0 missing
ATSC6p	numeric	19 unique values 0 missing
CATS2D_02_AA	numeric	6 unique values 0 missing
ATSC6s	numeric	19 unique values 0 missing
CATS2D_03_AA	numeric	6 unique values 0 missing
ATSC7i	numeric	19 unique values 0 missing
CATS2D_04_AA	numeric	4 unique values 0 missing
ATSC7m	numeric	19 unique values 0 missing
CATS2D_06_AL	numeric	14 unique values 0 missing
ATSC7p	numeric	19 unique values 0 missing
CATS2D_09_AL	numeric	13 unique values 0 missing
ATSC7s	numeric	19 unique values 0 missing
CIC1	numeric	18 unique values 0 missing
ATSC8i	numeric	19 unique values 0 missing
Eig02_AEA.dm.	numeric	11 unique values 0 missing
ATSC8m	numeric	19 unique values 0 missing
Eig02_AEA.ed.	numeric	10 unique values 0 missing
ATSC8p	numeric	19 unique values 0 missing
Eig02_AEA.ri.	numeric	13 unique values 0 missing
ATSC8v	numeric	19 unique values 0 missing
Eig02_EA	numeric	14 unique values 0 missing
BAC	numeric	14 unique values 0 missing
Eig02_EA.dm.	numeric	6 unique values 0 missing
CATS2D_01_LL	numeric	10 unique values 0 missing
Eig02_EA.ed.	numeric	12 unique values 0 missing
CENT	numeric	18 unique values 0 missing
Eig02_EA.ri.	numeric	14 unique values 0 missing
Chi0_EA.bo.	numeric	17 unique values 0 missing
Eig03_AEA.bo.	numeric	14 unique values 0 missing
Chi0_EA.ed.	numeric	17 unique values 0 missing
Eig03_AEA.dm.	numeric	13 unique values 0 missing
Chi1_EA.bo.	numeric	17 unique values 0 missing
Eig03_AEA.ed.	numeric	12 unique values 0 missing
CIC0	numeric	18 unique values 0 missing
Eig03_EA.bo.	numeric	16 unique values 0 missing
DBI	numeric	15 unique values 0 missing
Eig03_EA.dm.	numeric	6 unique values 0 missing
DECC	numeric	18 unique values 0 missing
Eig04_AEA.bo.	numeric	18 unique values 0 missing
Eig12_AEA.ri.	numeric	12 unique values 0 missing
Eig04_AEA.dm.	numeric	13 unique values 0 missing
Eig12_EA	numeric	12 unique values 0 missing
Eig04_AEA.ed.	numeric	16 unique values 0 missing
Eig12_EA.ri.	numeric	12 unique values 0 missing
Eig04_AEA.ri.	numeric	18 unique values 0 missing
Eta_alpha	numeric	16 unique values 0 missing
Eig04_EA	numeric	17 unique values 0 missing
Eta_C	numeric	19 unique values 0 missing
Eig04_EA.bo.	numeric	18 unique values 0 missing
Eta_epsi	numeric	18 unique values 0 missing
Eig04_EA.ri.	numeric	18 unique values 0 missing
Eta_L	numeric	18 unique values 0 missing
Eig06_AEA.bo.	numeric	18 unique values 0 missing
GATS7i	numeric	17 unique values 0 missing
Eig06_EA.bo.	numeric	18 unique values 0 missing
GATS8e	numeric	17 unique values 0 missing
Eig09_AEA.ed.	numeric	15 unique values 0 missing
GATS8s	numeric	16 unique values 0 missing
Eig13_AEA.ri.	numeric	10 unique values 0 missing
GGI9	numeric	15 unique values 0 missing
Eig13_EA	numeric	10 unique values 0 missing
HDcpx	numeric	18 unique values 0 missing
Eig13_EA.ed.	numeric	12 unique values 0 missing
HVcpx	numeric	18 unique values 0 missing
Eig13_EA.ri.	numeric	10 unique values 0 missing
IAC	numeric	18 unique values 0 missing
Eig14_AEA.dm.	numeric	14 unique values 0 missing
ICR	numeric	18 unique values 0 missing
Eta_alpha_A	numeric	14 unique values 0 missing
IDE	numeric	18 unique values 0 missing
Eta_B	numeric	15 unique values 0 missing
ISIZ	numeric	15 unique values 0 missing
Eta_betaP	numeric	10 unique values 0 missing
JGI10	numeric	9 unique values 0 missing
Eta_epsi_A	numeric	17 unique values 0 missing
MATS7i	numeric	17 unique values 0 missing
GATS5i	numeric	17 unique values 0 missing
MAXDP	numeric	19 unique values 0 missing
GATS6p	numeric	19 unique values 0 missing
MSD	numeric	18 unique values 0 missing
GATS6v	numeric	19 unique values 0 missing
nAT	numeric	15 unique values 0 missing
GGI5	numeric	15 unique values 0 missing
nBT	numeric	15 unique values 0 missing
GGI6	numeric	15 unique values 0 missing
nC	numeric	11 unique values 0 missing
GGI7	numeric	14 unique values 0 missing
ON0	numeric	16 unique values 0 missing
IC0	numeric	18 unique values 0 missing
ON0V	numeric	17 unique values 0 missing
IC1	numeric	18 unique values 0 missing
ON1	numeric	16 unique values 0 missing
IC2	numeric	17 unique values 0 missing
ON1V	numeric	17 unique values 0 missing
IC3	numeric	17 unique values 0 missing
PHI	numeric	18 unique values 0 missing
IC4	numeric	18 unique values 0 missing
Psi_i_0	numeric	18 unique values 0 missing
IC5	numeric	18 unique values 0 missing
Psi_i_1	numeric	18 unique values 0 missing
JGI6	numeric	14 unique values 0 missing
Psi_i_t	numeric	7 unique values 0 missing
MATS3p	numeric	17 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
MATS3v	numeric	18 unique values 0 missing
P_VSA_i_3	numeric	17 unique values 0 missing
MATS6p	numeric	19 unique values 0 missing
P_VSA_s_3	numeric	18 unique values 0 missing
MATS6v	numeric	18 unique values 0 missing
S1K	numeric	18 unique values 0 missing
MAXDN	numeric	19 unique values 0 missing
S2K	numeric	18 unique values 0 missing
Me	numeric	17 unique values 0 missing
S3K	numeric	18 unique values 0 missing
MPC06	numeric	17 unique values 0 missing
SAtot	numeric	18 unique values 0 missing
MPC07	numeric	17 unique values 0 missing
Se	numeric	18 unique values 0 missing
MPC08	numeric	18 unique values 0 missing
Si	numeric	18 unique values 0 missing
MPC09	numeric	17 unique values 0 missing
SM06_AEA.dm.	numeric	12 unique values 0 missing
MWC08	numeric	18 unique values 0 missing
Sp	numeric	18 unique values 0 missing
MWC09	numeric	18 unique values 0 missing
SpDiam_AEA.bo.	numeric	15 unique values 0 missing
MWC10	numeric	18 unique values 0 missing
SpDiam_AEA.ed.	numeric	14 unique values 0 missing
N.072	numeric	4 unique values 0 missing
SPI	numeric	17 unique values 0 missing
N.074	numeric	2 unique values 0 missing
SpMax3_Bh.i.	numeric	19 unique values 0 missing
nBM	numeric	7 unique values 0 missing
SpMax3_Bh.p.	numeric	14 unique values 0 missing
nCconj	numeric	3 unique values 0 missing
SpMax4_Bh.e.	numeric	17 unique values 0 missing
nCIC	numeric	4 unique values 0 missing
SpMax4_Bh.i.	numeric	17 unique values 0 missing
nCsp2	numeric	7 unique values 0 missing
SpMax4_Bh.m.	numeric	18 unique values 0 missing
nDB	numeric	6 unique values 0 missing
SpMax4_Bh.p.	numeric	16 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SpMax4_Bh.v.	numeric	17 unique values 0 missing
NdssC	numeric	6 unique values 0 missing
SpMax5_Bh.e.	numeric	17 unique values 0 missing
nHet	numeric	7 unique values 0 missing
SpMax5_Bh.i.	numeric	16 unique values 0 missing
nN	numeric	4 unique values 0 missing
SpMax5_Bh.m.	numeric	16 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SpMax5_Bh.p.	numeric	17 unique values 0 missing
nR06	numeric	3 unique values 0 missing
SpMax5_Bh.v.	numeric	16 unique values 0 missing
piID	numeric	18 unique values 0 missing
SpMax6_Bh.e.	numeric	17 unique values 0 missing
piPC03	numeric	16 unique values 0 missing
SpMax6_Bh.i.	numeric	16 unique values 0 missing
piPC04	numeric	17 unique values 0 missing
SpMax6_Bh.m.	numeric	17 unique values 0 missing
piPC05	numeric	17 unique values 0 missing
SpMax6_Bh.p.	numeric	17 unique values 0 missing
piPC10	numeric	18 unique values 0 missing
SpMax6_Bh.v.	numeric	17 unique values 0 missing
Psi_e_A	numeric	17 unique values 0 missing
SpMax7_Bh.e.	numeric	16 unique values 0 missing
Psi_i_A	numeric	17 unique values 0 missing
SpMax7_Bh.i.	numeric	17 unique values 0 missing
SpMax7_Bh.m.	numeric	19 unique values 0 missing
SpMax7_Bh.p.	numeric	17 unique values 0 missing
SpMax7_Bh.v.	numeric	17 unique values 0 missing
SpMax8_Bh.e.	numeric	18 unique values 0 missing
SpMax8_Bh.i.	numeric	17 unique values 0 missing
SpMax8_Bh.m.	numeric	18 unique values 0 missing
SpMax8_Bh.p.	numeric	16 unique values 0 missing
SpMax8_Bh.v.	numeric	16 unique values 0 missing
SpMaxA_EA.ed.	numeric	17 unique values 0 missing
SpMin2_Bh.p.	numeric	18 unique values 0 missing
SpMin2_Bh.s.	numeric	15 unique values 0 missing
SpMin3_Bh.e.	numeric	14 unique values 0 missing
SpMin3_Bh.i.	numeric	18 unique values 0 missing
SpMin3_Bh.p.	numeric	17 unique values 0 missing
SpMin3_Bh.v.	numeric	13 unique values 0 missing
SpMin4_Bh.e.	numeric	14 unique values 0 missing
SpMin4_Bh.i.	numeric	16 unique values 0 missing
SpMin4_Bh.m.	numeric	16 unique values 0 missing
SpMin4_Bh.p.	numeric	17 unique values 0 missing
SpMin4_Bh.s.	numeric	15 unique values 0 missing
SpMin4_Bh.v.	numeric	16 unique values 0 missing
SpMin5_Bh.e.	numeric	14 unique values 0 missing
SpMin5_Bh.i.	numeric	15 unique values 0 missing
SpMin5_Bh.m.	numeric	16 unique values 0 missing
SpMin5_Bh.p.	numeric	18 unique values 0 missing
SpMin5_Bh.s.	numeric	13 unique values 0 missing
SpMin5_Bh.v.	numeric	18 unique values 0 missing
SpMin6_Bh.e.	numeric	15 unique values 0 missing
SpMin6_Bh.i.	numeric	17 unique values 0 missing
SpMin6_Bh.m.	numeric	16 unique values 0 missing
SpMin6_Bh.p.	numeric	16 unique values 0 missing
SpMin6_Bh.s.	numeric	12 unique values 0 missing
SpMin6_Bh.v.	numeric	16 unique values 0 missing
SpMin7_Bh.e.	numeric	14 unique values 0 missing
SpMin7_Bh.i.	numeric	14 unique values 0 missing
SpMin7_Bh.m.	numeric	17 unique values 0 missing
SpMin7_Bh.p.	numeric	16 unique values 0 missing
SpMin7_Bh.s.	numeric	14 unique values 0 missing
SpMin7_Bh.v.	numeric	17 unique values 0 missing
SpMin8_Bh.e.	numeric	14 unique values 0 missing
SpMin8_Bh.i.	numeric	14 unique values 0 missing
SpMin8_Bh.m.	numeric	16 unique values 0 missing
SpMin8_Bh.p.	numeric	17 unique values 0 missing
SpMin8_Bh.s.	numeric	14 unique values 0 missing
SpMin8_Bh.v.	numeric	17 unique values 0 missing
Sv	numeric	18 unique values 0 missing
TIC0	numeric	18 unique values 0 missing
TIC1	numeric	18 unique values 0 missing
TIC2	numeric	17 unique values 0 missing
TIC3	numeric	18 unique values 0 missing
TIC4	numeric	18 unique values 0 missing
TIC5	numeric	18 unique values 0 missing
TIE	numeric	19 unique values 0 missing
Uindex	numeric	18 unique values 0 missing
Vindex	numeric	17 unique values 0 missing
VvdwMG	numeric	18 unique values 0 missing
VvdwZAZ	numeric	18 unique values 0 missing
Vx	numeric	18 unique values 0 missing
X0	numeric	17 unique values 0 missing
X0sol	numeric	18 unique values 0 missing
X0v	numeric	18 unique values 0 missing
X1Kup	numeric	18 unique values 0 missing
X1MulPer	numeric	18 unique values 0 missing
X1Per	numeric	18 unique values 0 missing
X1v	numeric	18 unique values 0 missing
X2v	numeric	18 unique values 0 missing
X3v	numeric	18 unique values 0 missing
X4v	numeric	19 unique values 0 missing
X5v	numeric	19 unique values 0 missing
Eta_F_A	numeric	19 unique values 0 missing
Eig02_AEA.bo.	numeric	14 unique values 0 missing
GATS1p	numeric	18 unique values 0 missing
MCD	numeric	15 unique values 0 missing
ATS1m	numeric	17 unique values 0 missing
ATS2m	numeric	18 unique values 0 missing
ATS3m	numeric	18 unique values 0 missing
ATS7m	numeric	19 unique values 0 missing
ATS8m	numeric	19 unique values 0 missing
ATS8s	numeric	19 unique values 0 missing
ATSC1e	numeric	17 unique values 0 missing
ATSC3e	numeric	18 unique values 0 missing
ATSC3s	numeric	18 unique values 0 missing
ATSC4e	numeric	18 unique values 0 missing
ATSC4s	numeric	19 unique values 0 missing
ATSC6e	numeric	19 unique values 0 missing
ATSC7e	numeric	19 unique values 0 missing
ATSC8s	numeric	19 unique values 0 missing
CATS2D_07_AL	numeric	12 unique values 0 missing
CATS2D_08_AL	numeric	11 unique values 0 missing
CSI	numeric	18 unique values 0 missing
DELS	numeric	19 unique values 0 missing
ECC	numeric	17 unique values 0 missing
Eig04_EA.ed.	numeric	17 unique values 0 missing
Eig05_EA.bo.	numeric	17 unique values 0 missing
Eig05_EA.ri.	numeric	19 unique values 0 missing
Eig06_AEA.dm.	numeric	18 unique values 0 missing
Eig06_AEA.ri.	numeric	18 unique values 0 missing
Eig06_EA	numeric	18 unique values 0 missing
Eig06_EA.ri.	numeric	18 unique values 0 missing
Eig07_AEA.bo.	numeric	18 unique values 0 missing
Eig07_AEA.dm.	numeric	19 unique values 0 missing
Eig07_AEA.ri.	numeric	19 unique values 0 missing
Eig07_EA	numeric	18 unique values 0 missing
Eig07_EA.bo.	numeric	17 unique values 0 missing
Eig07_EA.ri.	numeric	19 unique values 0 missing
Eig08_AEA.dm.	numeric	19 unique values 0 missing
Eig09_EA.ed.	numeric	16 unique values 0 missing
Eig10_AEA.bo.	numeric	18 unique values 0 missing
Eig10_AEA.dm.	numeric	19 unique values 0 missing
Eig10_AEA.ed.	numeric	18 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

402

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

401

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal 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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

21.16

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

-0.53

Second quartile (Median) of kurtosis 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

-0.73

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.3

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

9.86

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

-0.8

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.99

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.84

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

MaxKurtosisOfNumericAtts

8.67

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.04

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

1384.58

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

0.5

Third quartile of kurtosis 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

99.75

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.16

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.55

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.

MaxSkewnessOfNumericAtts

2.16

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

-0.5

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

972.66

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.99

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.42

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.36

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.

MeanKurtosisOfNumericAtts

-0.15

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

21.58

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-1.2

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.42

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.41

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

Show all 62 properties