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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3541

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL3541 (TID: 100823), and it has 63 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	59 unique values 0 missing
molecule_id (row identifier)	nominal	63 unique values 0 missing
Eig04_EA.bo.	numeric	38 unique values 0 missing
Eig02_AEA.bo.	numeric	37 unique values 0 missing
PDI	numeric	27 unique values 0 missing
Eig02_EA	numeric	35 unique values 0 missing
SM14_AEA.ri.	numeric	38 unique values 0 missing
Eig02_EA.bo.	numeric	38 unique values 0 missing
P_VSA_MR_2	numeric	9 unique values 0 missing
SM10_AEA.bo.	numeric	35 unique values 0 missing
GATS6v	numeric	50 unique values 0 missing
SM12_AEA.ri.	numeric	38 unique values 0 missing
SM12_EA	numeric	47 unique values 0 missing
Eig02_AEA.ri.	numeric	55 unique values 0 missing
SM13_EA	numeric	40 unique values 0 missing
Eig02_AEA.ed.	numeric	29 unique values 0 missing
SM14_EA	numeric	44 unique values 0 missing
Eig02_EA.ed.	numeric	34 unique values 0 missing
SM15_EA	numeric	40 unique values 0 missing
SM11_AEA.dm.	numeric	34 unique values 0 missing
SsOH	numeric	60 unique values 0 missing
H.048	numeric	4 unique values 0 missing
D.Dtr06	numeric	38 unique values 0 missing
P_VSA_LogP_6	numeric	10 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
Eta_FL_A	numeric	39 unique values 0 missing
piPC09	numeric	45 unique values 0 missing
PCR	numeric	44 unique values 0 missing
BAC	numeric	14 unique values 0 missing
SpMAD_EA.bo.	numeric	36 unique values 0 missing
NsCH3	numeric	4 unique values 0 missing
Eig02_EA.ri.	numeric	44 unique values 0 missing
P_VSA_LogP_1	numeric	7 unique values 0 missing
SpMin2_Bh.s.	numeric	36 unique values 0 missing
SM13_EA.ri.	numeric	56 unique values 0 missing
CATS2D_06_DA	numeric	3 unique values 0 missing
P_VSA_MR_7	numeric	9 unique values 0 missing
MAXDN	numeric	49 unique values 0 missing
SIC2	numeric	46 unique values 0 missing
PHI	numeric	37 unique values 0 missing
Eta_C	numeric	63 unique values 0 missing
SM09_EA.bo.	numeric	38 unique values 0 missing
P_VSA_p_3	numeric	39 unique values 0 missing
SM11_EA.bo.	numeric	40 unique values 0 missing
P_VSA_v_3	numeric	39 unique values 0 missing
SM13_EA.bo.	numeric	41 unique values 0 missing
Eig06_EA.ed.	numeric	46 unique values 0 missing
SM14_EA.bo.	numeric	41 unique values 0 missing
piPC03	numeric	39 unique values 0 missing
SM15_EA.bo.	numeric	41 unique values 0 missing
piPC04	numeric	44 unique values 0 missing
MATS4p	numeric	56 unique values 0 missing
SM03_EA.bo.	numeric	14 unique values 0 missing
MATS6e	numeric	53 unique values 0 missing
SM04_AEA.bo.	numeric	42 unique values 0 missing
Eig03_EA.dm.	numeric	9 unique values 0 missing
SM04_EA.bo.	numeric	42 unique values 0 missing
C.033	numeric	4 unique values 0 missing
SM05_AEA.bo.	numeric	37 unique values 0 missing
C.034	numeric	4 unique values 0 missing
SM06_AEA.bo.	numeric	42 unique values 0 missing
CATS2D_04_DL	numeric	4 unique values 0 missing
SM06_EA.bo.	numeric	46 unique values 0 missing
CATS2D_05_DL	numeric	5 unique values 0 missing
SM07_AEA.bo.	numeric	46 unique values 0 missing
D.Dtr05	numeric	23 unique values 0 missing
SM08_AEA.bo.	numeric	47 unique values 0 missing
Eig02_EA.dm.	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	46 unique values 0 missing
MATS2s	numeric	48 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
N.073	numeric	2 unique values 0 missing
GATS5p	numeric	57 unique values 0 missing
NaasN	numeric	2 unique values 0 missing
H.	numeric	24 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
H.052	numeric	3 unique values 0 missing
nR05	numeric	3 unique values 0 missing
nS	numeric	2 unique values 0 missing
SaasN	numeric	34 unique values 0 missing
S.107	numeric	2 unique values 0 missing
SdsCH	numeric	46 unique values 0 missing
ATSC8s	numeric	63 unique values 0 missing
SM02_EA.dm.	numeric	14 unique values 0 missing
P_VSA_i_2	numeric	39 unique values 0 missing
SM04_EA.dm.	numeric	14 unique values 0 missing
P_VSA_LogP_2	numeric	20 unique values 0 missing
SM06_EA.dm.	numeric	11 unique values 0 missing
SM11_EA.ri.	numeric	58 unique values 0 missing
SM08_EA.dm.	numeric	11 unique values 0 missing
BIC3	numeric	37 unique values 0 missing
SM10_EA.dm.	numeric	11 unique values 0 missing
piPC08	numeric	47 unique values 0 missing
SM12_EA.dm.	numeric	11 unique values 0 missing
H.047	numeric	11 unique values 0 missing
SM14_EA.dm.	numeric	9 unique values 0 missing
SpMin1_Bh.s.	numeric	45 unique values 0 missing
SpAD_EA.dm.	numeric	14 unique values 0 missing
IDE	numeric	43 unique values 0 missing
Eta_L_A	numeric	36 unique values 0 missing
SpMin1_Bh.v.	numeric	38 unique values 0 missing
GATS2e	numeric	38 unique values 0 missing
JGI5	numeric	16 unique values 0 missing
PCD	numeric	48 unique values 0 missing
N.	numeric	22 unique values 0 missing
SM03_EA.dm.	numeric	7 unique values 0 missing
ON1V	numeric	40 unique values 0 missing
SM05_EA.dm.	numeric	7 unique values 0 missing
CATS2D_05_AL	numeric	8 unique values 0 missing
SM07_EA.dm.	numeric	8 unique values 0 missing
GATS1s	numeric	42 unique values 0 missing
SM09_EA.dm.	numeric	8 unique values 0 missing
nDB	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	8 unique values 0 missing
X5v	numeric	63 unique values 0 missing
SM13_EA.dm.	numeric	8 unique values 0 missing
MATS5s	numeric	56 unique values 0 missing
SM15_EA.dm.	numeric	8 unique values 0 missing
X2A	numeric	27 unique values 0 missing
X2Av	numeric	47 unique values 0 missing
SAtot	numeric	39 unique values 0 missing
CATS2D_06_DL	numeric	6 unique values 0 missing
X1v	numeric	52 unique values 0 missing
GATS2p	numeric	38 unique values 0 missing
SpMin5_Bh.i.	numeric	48 unique values 0 missing
SpMin2_Bh.v.	numeric	24 unique values 0 missing
SM10_AEA.ed.	numeric	47 unique values 0 missing
SpMAD_EA.dm.	numeric	31 unique values 0 missing
SM11_AEA.ed.	numeric	47 unique values 0 missing
SpMAD_AEA.bo.	numeric	37 unique values 0 missing
SM11_EA	numeric	38 unique values 0 missing
BLI	numeric	50 unique values 0 missing
SM12_AEA.ed.	numeric	43 unique values 0 missing
C.	numeric	25 unique values 0 missing
SM13_AEA.ed.	numeric	41 unique values 0 missing
LOC	numeric	29 unique values 0 missing
SM14_AEA.ed.	numeric	40 unique values 0 missing
RBF	numeric	28 unique values 0 missing
SM15_AEA.ed.	numeric	40 unique values 0 missing
SssNH	numeric	51 unique values 0 missing
MATS1p	numeric	35 unique values 0 missing
X1Av	numeric	40 unique values 0 missing
ATSC8m	numeric	63 unique values 0 missing
H.051	numeric	5 unique values 0 missing
AECC	numeric	40 unique values 0 missing
SM05_EA.bo.	numeric	32 unique values 0 missing
DECC	numeric	41 unique values 0 missing
SM07_EA.bo.	numeric	40 unique values 0 missing
Eig05_AEA.ed.	numeric	30 unique values 0 missing
Eta_sh_y	numeric	31 unique values 0 missing
SM14_EA.ri.	numeric	61 unique values 0 missing
GATS2v	numeric	39 unique values 0 missing
SM15_EA.ri.	numeric	57 unique values 0 missing
MATS4i	numeric	52 unique values 0 missing
ATSC3v	numeric	54 unique values 0 missing
PW2	numeric	28 unique values 0 missing
ATSC7v	numeric	57 unique values 0 missing
MATS4v	numeric	60 unique values 0 missing
ATSC6v	numeric	57 unique values 0 missing
Eig01_EA.bo.	numeric	30 unique values 0 missing
X4v	numeric	60 unique values 0 missing
GGI2	numeric	12 unique values 0 missing
SpMax5_Bh.s.	numeric	35 unique values 0 missing
JGI2	numeric	29 unique values 0 missing
ATSC2v	numeric	41 unique values 0 missing
PW3	numeric	30 unique values 0 missing
SpMax3_Bh.p.	numeric	45 unique values 0 missing
S3K	numeric	51 unique values 0 missing
ATSC2p	numeric	41 unique values 0 missing
SM11_AEA.ri.	numeric	30 unique values 0 missing
C.028	numeric	2 unique values 0 missing
SpMax_EA.bo.	numeric	30 unique values 0 missing
C.029	numeric	2 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
C.032	numeric	2 unique values 0 missing
CATS2D_05_DA	numeric	2 unique values 0 missing
CATS2D_02_AA	numeric	2 unique values 0 missing
P_VSA_e_3	numeric	6 unique values 0 missing
CATS2D_04_DA	numeric	2 unique values 0 missing
CATS2D_06_AA	numeric	3 unique values 0 missing
N.075	numeric	2 unique values 0 missing
SpMin2_Bh.p.	numeric	24 unique values 0 missing
NaaN	numeric	2 unique values 0 missing
SssS	numeric	25 unique values 0 missing
nArOH	numeric	2 unique values 0 missing
GATS4v	numeric	57 unique values 0 missing
NdO	numeric	2 unique values 0 missing
GATS5e	numeric	59 unique values 0 missing
NdssC	numeric	4 unique values 0 missing
MATS8p	numeric	59 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
X3Av	numeric	37 unique values 0 missing
NsOH	numeric	2 unique values 0 missing
X4Av	numeric	31 unique values 0 missing
O.057	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	44 unique values 0 missing
O.058	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	44 unique values 0 missing
SpMax2_Bh.s.	numeric	10 unique values 0 missing
SM12_EA.bo.	numeric	40 unique values 0 missing
SpMax3_Bh.s.	numeric	5 unique values 0 missing
MATS5e	numeric	56 unique values 0 missing
X2v	numeric	63 unique values 0 missing
MATS2e	numeric	37 unique values 0 missing
VAR	numeric	23 unique values 0 missing
SdssC	numeric	63 unique values 0 missing
ATSC1m	numeric	38 unique values 0 missing
ATSC2m	numeric	41 unique values 0 missing
GATS1m	numeric	33 unique values 0 missing
Eta_C_A	numeric	52 unique values 0 missing
Eta_epsi_A	numeric	29 unique values 0 missing
RBN	numeric	9 unique values 0 missing
ATSC1v	numeric	38 unique values 0 missing
X4A	numeric	24 unique values 0 missing
nH	numeric	13 unique values 0 missing
GATS2s	numeric	51 unique values 0 missing
Eig04_EA.dm.	numeric	5 unique values 0 missing
SpMax2_Bh.e.	numeric	42 unique values 0 missing
piPC06	numeric	43 unique values 0 missing
SpMax2_Bh.i.	numeric	40 unique values 0 missing
ATS7m	numeric	56 unique values 0 missing
SpMax2_Bh.v.	numeric	46 unique values 0 missing
X3v	numeric	63 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Psi_e_A	numeric	33 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Psi_i_A	numeric	33 unique values 0 missing
CATS2D_02_DA	numeric	3 unique values 0 missing
GATS7m	numeric	55 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
SpMax4_Bh.s.	numeric	35 unique values 0 missing
Eig01_AEA.dm.	numeric	11 unique values 0 missing
ATSC2i	numeric	41 unique values 0 missing
Eig01_EA.dm.	numeric	6 unique values 0 missing
CATS2D_04_AL	numeric	7 unique values 0 missing
Eta_B_A	numeric	15 unique values 0 missing
Eig06_AEA.ed.	numeric	41 unique values 0 missing
GATS2i	numeric	38 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
GATS2m	numeric	36 unique values 0 missing
P_VSA_i_3	numeric	23 unique values 0 missing
GATS5m	numeric	61 unique values 0 missing
CATS2D_06_AL	numeric	10 unique values 0 missing
H.050	numeric	2 unique values 0 missing
AAC	numeric	31 unique values 0 missing
Hy	numeric	24 unique values 0 missing
ALOGP	numeric	43 unique values 0 missing
JGT	numeric	40 unique values 0 missing
ALOGP2	numeric	43 unique values 0 missing
MATS2i	numeric	41 unique values 0 missing
AMR	numeric	43 unique values 0 missing
MATS2p	numeric	35 unique values 0 missing
AMW	numeric	35 unique values 0 missing
MATS2v	numeric	35 unique values 0 missing
ARR	numeric	25 unique values 0 missing
nArCO	numeric	2 unique values 0 missing
ATS1e	numeric	37 unique values 0 missing
nCconj	numeric	4 unique values 0 missing
ATS1i	numeric	36 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
ATS1m	numeric	36 unique values 0 missing
nHDon	numeric	2 unique values 0 missing
ATS1p	numeric	37 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
ATS1s	numeric	44 unique values 0 missing
SAdon	numeric	3 unique values 0 missing
ATS1v	numeric	36 unique values 0 missing
SdO	numeric	62 unique values 0 missing
ATS2e	numeric	38 unique values 0 missing
SpDiam_AEA.dm.	numeric	11 unique values 0 missing
ATS2i	numeric	40 unique values 0 missing
SpDiam_EA.dm.	numeric	6 unique values 0 missing
ATS2m	numeric	39 unique values 0 missing
SpMax1_Bh.i.	numeric	34 unique values 0 missing
ATS2p	numeric	41 unique values 0 missing
SpMax_AEA.dm.	numeric	11 unique values 0 missing
ATS2s	numeric	52 unique values 0 missing
SpMaxA_EA.dm.	numeric	20 unique values 0 missing
ATS2v	numeric	39 unique values 0 missing
SpMax_EA.dm.	numeric	6 unique values 0 missing
ATS3e	numeric	45 unique values 0 missing
SRW05	numeric	4 unique values 0 missing
ATS3i	numeric	43 unique values 0 missing
SRW07	numeric	7 unique values 0 missing
ATS3m	numeric	52 unique values 0 missing
SRW09	numeric	7 unique values 0 missing
ATS3p	numeric	54 unique values 0 missing
GATS6m	numeric	55 unique values 0 missing
ATS3s	numeric	54 unique values 0 missing
Eig02_AEA.dm.	numeric	33 unique values 0 missing
ATS3v	numeric	55 unique values 0 missing
MATS5m	numeric	59 unique values 0 missing
ATS4e	numeric	56 unique values 0 missing
MATS6m	numeric	54 unique values 0 missing
ATS4i	numeric	56 unique values 0 missing
S2K	numeric	37 unique values 0 missing
nBM	numeric	8 unique values 0 missing
nCsp2	numeric	11 unique values 0 missing
nCsp3	numeric	9 unique values 0 missing
Uc	numeric	8 unique values 0 missing
Ui	numeric	10 unique values 0 missing
SpMin2_Bh.m.	numeric	27 unique values 0 missing
DLS_04	numeric	3 unique values 0 missing
Eta_F_A	numeric	56 unique values 0 missing
NssCH2	numeric	10 unique values 0 missing
piPC10	numeric	48 unique values 0 missing
P_VSA_MR_5	numeric	24 unique values 0 missing
Eta_FL	numeric	46 unique values 0 missing
piID	numeric	47 unique values 0 missing
SpMax6_Bh.s.	numeric	48 unique values 0 missing
P_VSA_s_3	numeric	36 unique values 0 missing
SIC3	numeric	36 unique values 0 missing
SpMAD_AEA.ed.	numeric	40 unique values 0 missing
SpMax1_Bh.e.	numeric	36 unique values 0 missing
SpMax1_Bh.v.	numeric	43 unique values 0 missing
SpMax3_Bh.e.	numeric	39 unique values 0 missing
P_VSA_p_2	numeric	9 unique values 0 missing
SpMAD_EA	numeric	32 unique values 0 missing
SpMAD_EA.ri.	numeric	47 unique values 0 missing
DLS_cons	numeric	9 unique values 0 missing
C.005	numeric	3 unique values 0 missing
SpMAD_AEA.ri.	numeric	41 unique values 0 missing
MATS3p	numeric	48 unique values 0 missing
GATS6e	numeric	56 unique values 0 missing
IVDE	numeric	25 unique values 0 missing
CIC3	numeric	42 unique values 0 missing
X5Av	numeric	22 unique values 0 missing
SpMax2_Bh.p.	numeric	42 unique values 0 missing
Eig03_AEA.bo.	numeric	37 unique values 0 missing
MAXDP	numeric	63 unique values 0 missing
P_VSA_LogP_7	numeric	18 unique values 0 missing
ATSC5m	numeric	63 unique values 0 missing
MATS3v	numeric	49 unique values 0 missing
Eig01_AEA.bo.	numeric	36 unique values 0 missing
nN	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
NssS	numeric	2 unique values 0 missing
P_VSA_i_1	numeric	3 unique values 0 missing
P_VSA_i_4	numeric	7 unique values 0 missing
P_VSA_LogP_4	numeric	5 unique values 0 missing
P_VSA_v_2	numeric	11 unique values 0 missing
SAacc	numeric	11 unique values 0 missing
SpMax_AEA.bo.	numeric	36 unique values 0 missing
TPSA.NO.	numeric	9 unique values 0 missing
TPSA.Tot.	numeric	10 unique values 0 missing
ATSC3m	numeric	56 unique values 0 missing
ATSC6m	numeric	57 unique values 0 missing
ATSC4m	numeric	63 unique values 0 missing
CATS2D_07_DL	numeric	8 unique values 0 missing
Mv	numeric	29 unique values 0 missing
MATS6s	numeric	60 unique values 0 missing
SM05_EA.ri.	numeric	44 unique values 0 missing
GATS8p	numeric	59 unique values 0 missing
SM07_EA.ri.	numeric	54 unique values 0 missing
SM08_EA.ri.	numeric	60 unique values 0 missing
SpMax3_Bh.i.	numeric	42 unique values 0 missing
C.002	numeric	9 unique values 0 missing
Eig03_EA.bo.	numeric	35 unique values 0 missing
nCs	numeric	9 unique values 0 missing
P_VSA_LogP_3	numeric	13 unique values 0 missing
P_VSA_s_4	numeric	18 unique values 0 missing
SM13_AEA.ri.	numeric	35 unique values 0 missing
SssCH2	numeric	31 unique values 0 missing
X1A	numeric	23 unique values 0 missing
Eta_sh_p	numeric	32 unique values 0 missing
Eta_beta_A	numeric	29 unique values 0 missing
Eta_betaP_A	numeric	24 unique values 0 missing
SpMin3_Bh.s.	numeric	43 unique values 0 missing
SpMax1_Bh.s.	numeric	8 unique values 0 missing
C.006	numeric	3 unique values 0 missing
P_VSA_MR_8	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	46 unique values 0 missing
P_VSA_MR_6	numeric	26 unique values 0 missing
Eta_B	numeric	20 unique values 0 missing
CIC2	numeric	51 unique values 0 missing
GATS3p	numeric	53 unique values 0 missing
JGI7	numeric	11 unique values 0 missing
CATS2D_03_AL	numeric	9 unique values 0 missing
JGI6	numeric	15 unique values 0 missing
SsCH3	numeric	39 unique values 0 missing
CIC4	numeric	38 unique values 0 missing
CIC5	numeric	36 unique values 0 missing
SIC4	numeric	31 unique values 0 missing
SIC5	numeric	30 unique values 0 missing
Eta_L	numeric	55 unique values 0 missing
SpDiam_EA.bo.	numeric	31 unique values 0 missing
MATS8e	numeric	52 unique values 0 missing
SpMin2_Bh.e.	numeric	31 unique values 0 missing
MATS3i	numeric	49 unique values 0 missing
SM09_EA.ri.	numeric	54 unique values 0 missing
SM10_EA.ri.	numeric	61 unique values 0 missing
SM12_EA.ri.	numeric	61 unique values 0 missing
IAC	numeric	32 unique values 0 missing
SaaN	numeric	22 unique values 0 missing
TIC0	numeric	32 unique values 0 missing
Eig03_EA.ed.	numeric	41 unique values 0 missing
SM12_AEA.dm.	numeric	41 unique values 0 missing
SpMax2_Bh.m.	numeric	45 unique values 0 missing
GATS3i	numeric	46 unique values 0 missing
SM05_EA	numeric	18 unique values 0 missing
SM07_EA	numeric	34 unique values 0 missing
SM09_EA	numeric	37 unique values 0 missing
MATS6v	numeric	48 unique values 0 missing
GATS1e	numeric	36 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.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.84

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

0.42

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

12.22

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.36

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.11

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

AutoCorrelation

0.09

Average class difference between consecutive instances.

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.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

-0.24

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

Dimensionality

6.41

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.27

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.38

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.

MeanStdDevOfNumericAtts

2.58

Mean standard deviation of 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.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.42

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.96

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.44

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

11.72

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.54

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

451.76

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

1.23

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

7.57

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.4

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

3.64

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

0.74

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

75.52

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.98

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.11

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

Show all 62 properties