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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL236

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: CHEMBL236 (TID: 136), and it has 4085 rows and 355 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.

357 features

pXC50 (target)	numeric	1666 unique values 0 missing
molecule_id (row identifier)	nominal	4085 unique values 0 missing
ATS2p	numeric	1096 unique values 0 missing
Eig01_EA.ed.	numeric	1220 unique values 0 missing
Eig06_AEA.ed.	numeric	1414 unique values 0 missing
SM10_AEA.dm.	numeric	1220 unique values 0 missing
nCIC	numeric	14 unique values 0 missing
SpMax_EA.ed.	numeric	1220 unique values 0 missing
SM03_EA.dm.	numeric	284 unique values 0 missing
nArOH	numeric	5 unique values 0 missing
SpMax6_Bh.p.	numeric	876 unique values 0 missing
Eig01_AEA.ed.	numeric	820 unique values 0 missing
Eig08_AEA.ri.	numeric	1341 unique values 0 missing
SpMax_AEA.ed.	numeric	820 unique values 0 missing
CATS2D_06_DL	numeric	35 unique values 0 missing
O.057	numeric	6 unique values 0 missing
ON1V	numeric	2132 unique values 0 missing
nR08	numeric	6 unique values 0 missing
Ram	numeric	41 unique values 0 missing
Eig01_EA.bo.	numeric	781 unique values 0 missing
X5v	numeric	2752 unique values 0 missing
SM11_AEA.ri.	numeric	781 unique values 0 missing
MPC04	numeric	226 unique values 0 missing
SpMax_EA.bo.	numeric	781 unique values 0 missing
Eta_L_A	numeric	226 unique values 0 missing
SM13_EA.ed.	numeric	1805 unique values 0 missing
ATS2i	numeric	1154 unique values 0 missing
SpDiam_EA.ed.	numeric	1494 unique values 0 missing
Eig08_AEA.ed.	numeric	1515 unique values 0 missing
SpDiam_EA.bo.	numeric	802 unique values 0 missing
SpMax7_Bh.i.	numeric	866 unique values 0 missing
SM14_EA.ed.	numeric	1771 unique values 0 missing
nH	numeric	121 unique values 0 missing
Eig01_EA	numeric	763 unique values 0 missing
C.028	numeric	5 unique values 0 missing
SM09_AEA.bo.	numeric	763 unique values 0 missing
Pol	numeric	155 unique values 0 missing
SpDiam_EA	numeric	762 unique values 0 missing
ATSC5m	numeric	3550 unique values 0 missing
SpMax_EA	numeric	763 unique values 0 missing
IC4	numeric	1326 unique values 0 missing
SM15_EA.ed.	numeric	1751 unique values 0 missing
C.006	numeric	12 unique values 0 missing
SpMin1_Bh.s.	numeric	534 unique values 0 missing
Eig09_EA.ri.	numeric	1332 unique values 0 missing
Eig01_AEA.ri.	numeric	786 unique values 0 missing
piPC05	numeric	1308 unique values 0 missing
SpMax_AEA.ri.	numeric	786 unique values 0 missing
P_VSA_LogP_2	numeric	988 unique values 0 missing
SM12_EA.ed.	numeric	1834 unique values 0 missing
MPC03	numeric	175 unique values 0 missing
SpDiam_AEA.bo.	numeric	849 unique values 0 missing
ATSC7m	numeric	3549 unique values 0 missing
SM11_EA.ed.	numeric	1822 unique values 0 missing
P_VSA_p_1	numeric	186 unique values 0 missing
nCrq	numeric	5 unique values 0 missing
ATSC7i	numeric	2106 unique values 0 missing
SpDiam_EA.ri.	numeric	808 unique values 0 missing
SM09_EA	numeric	1676 unique values 0 missing
Eig01_EA.ri.	numeric	802 unique values 0 missing
ATSC1m	numeric	2724 unique values 0 missing
SpMax_EA.ri.	numeric	802 unique values 0 missing
SpMin6_Bh.m.	numeric	714 unique values 0 missing
Eig01_AEA.bo.	numeric	801 unique values 0 missing
X4v	numeric	2828 unique values 0 missing
SpMax_AEA.bo.	numeric	801 unique values 0 missing
Eta_L	numeric	2833 unique values 0 missing
SM15_EA.dm.	numeric	519 unique values 0 missing
ATSC1p	numeric	2409 unique values 0 missing
ATS7i	numeric	1574 unique values 0 missing
SpMax1_Bh.v.	numeric	332 unique values 0 missing
D.Dtr03	numeric	418 unique values 0 missing
SM06_EA	numeric	1388 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SpMAD_EA	numeric	224 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	1911 unique values 0 missing
Eig01_AEA.dm.	numeric	842 unique values 0 missing
SM04_AEA.ri.	numeric	1911 unique values 0 missing
SpMax_AEA.dm.	numeric	842 unique values 0 missing
SM08_AEA.bo.	numeric	1363 unique values 0 missing
C.004	numeric	5 unique values 0 missing
SIC0	numeric	207 unique values 0 missing
nCq	numeric	5 unique values 0 missing
Eta_FL_A	numeric	217 unique values 0 missing
SM09_EA.dm.	numeric	566 unique values 0 missing
X3v	numeric	2908 unique values 0 missing
GGI2	numeric	142 unique values 0 missing
SM03_AEA.ed.	numeric	1139 unique values 0 missing
SM13_EA.dm.	numeric	520 unique values 0 missing
SpMax7_Bh.e.	numeric	869 unique values 0 missing
SpDiam_AEA.dm.	numeric	842 unique values 0 missing
SpMAD_EA.ri.	numeric	263 unique values 0 missing
Eig04_EA.ri.	numeric	994 unique values 0 missing
SpMax2_Bh.s.	numeric	601 unique values 0 missing
SM15_EA.ri.	numeric	2182 unique values 0 missing
ATS2e	numeric	1139 unique values 0 missing
SM11_EA.dm.	numeric	540 unique values 0 missing
Eig08_EA	numeric	1276 unique values 0 missing
SM10_EA.dm.	numeric	938 unique values 0 missing
SM02_AEA.dm.	numeric	1276 unique values 0 missing
Eig10_AEA.ed.	numeric	1404 unique values 0 missing
TPC	numeric	1754 unique values 0 missing
SpMin1_Bh.m.	numeric	259 unique values 0 missing
Eig03_AEA.bo.	numeric	802 unique values 0 missing
Eig06_EA.ed.	numeric	2099 unique values 0 missing
SRW06	numeric	890 unique values 0 missing
SM15_AEA.dm.	numeric	2099 unique values 0 missing
SpMin2_Bh.i.	numeric	389 unique values 0 missing
P_VSA_LogP_4	numeric	543 unique values 0 missing
MWC04	numeric	790 unique values 0 missing
SpDiam_AEA.ed.	numeric	1233 unique values 0 missing
ATSC3m	numeric	3332 unique values 0 missing
SM10_EA.ed.	numeric	1886 unique values 0 missing
Eig04_AEA.ri.	numeric	969 unique values 0 missing
SpDiam_EA.dm.	numeric	318 unique values 0 missing
Eig10_EA.ri.	numeric	1355 unique values 0 missing
SM12_EA.ri.	numeric	2095 unique values 0 missing
Eig03_EA	numeric	814 unique values 0 missing
D.Dtr12	numeric	776 unique values 0 missing
SM11_AEA.bo.	numeric	814 unique values 0 missing
SM09_EA.ed.	numeric	1855 unique values 0 missing
nR09	numeric	8 unique values 0 missing
SM14_EA.ri.	numeric	2217 unique values 0 missing
SpMin3_Bh.s.	numeric	530 unique values 0 missing
ATSC5v	numeric	3445 unique values 0 missing
ATS2v	numeric	1107 unique values 0 missing
NsssCH	numeric	19 unique values 0 missing
SpMax6_Bh.e.	numeric	871 unique values 0 missing
Eig05_EA.ri.	numeric	1158 unique values 0 missing
X5sol	numeric	2649 unique values 0 missing
SpMin1_Bh.e.	numeric	242 unique values 0 missing
Eig07_EA.ed.	numeric	2065 unique values 0 missing
SpMin5_Bh.s.	numeric	728 unique values 0 missing
SM02_AEA.ri.	numeric	2065 unique values 0 missing
SM08_EA.dm.	numeric	1062 unique values 0 missing
Eig09_AEA.ed.	numeric	1471 unique values 0 missing
ATS4e	numeric	1343 unique values 0 missing
SM04_EA	numeric	540 unique values 0 missing
nR12	numeric	4 unique values 0 missing
Eig11_AEA.ed.	numeric	1429 unique values 0 missing
SM10_EA.ri.	numeric	2023 unique values 0 missing
nR11	numeric	7 unique values 0 missing
ATS4p	numeric	1316 unique values 0 missing
MATS1i	numeric	495 unique values 0 missing
ATS3i	numeric	1242 unique values 0 missing
TIC2	numeric	3286 unique values 0 missing
SpMin1_Bh.p.	numeric	229 unique values 0 missing
SpMax1_Bh.m.	numeric	465 unique values 0 missing
MPC05	numeric	314 unique values 0 missing
ATSC4m	numeric	3490 unique values 0 missing
MWC10	numeric	1491 unique values 0 missing
SpMax6_Bh.i.	numeric	836 unique values 0 missing
ATS5p	numeric	1397 unique values 0 missing
CATS2D_01_LL	numeric	45 unique values 0 missing
nCrs	numeric	22 unique values 0 missing
ATS7e	numeric	1584 unique values 0 missing
MWC09	numeric	1460 unique values 0 missing
Eig15_AEA.ed.	numeric	1427 unique values 0 missing
H.052	numeric	37 unique values 0 missing
H.	numeric	246 unique values 0 missing
SRW09	numeric	182 unique values 0 missing
IC3	numeric	1397 unique values 0 missing
SM14_EA.dm.	numeric	845 unique values 0 missing
SpMAD_AEA.ri.	numeric	230 unique values 0 missing
Eig02_AEA.ed.	numeric	1004 unique values 0 missing
SpMax1_Bh.e.	numeric	316 unique values 0 missing
SM12_EA.dm.	numeric	898 unique values 0 missing
SM02_AEA.ed.	numeric	430 unique values 0 missing
SM13_EA.ri.	numeric	2138 unique values 0 missing
SpMax5_Bh.i.	numeric	773 unique values 0 missing
ATS4v	numeric	1327 unique values 0 missing
Eig04_EA	numeric	899 unique values 0 missing
MWC07	numeric	1338 unique values 0 missing
SM12_AEA.bo.	numeric	899 unique values 0 missing
ATSC6v	numeric	3442 unique values 0 missing
X1MulPer	numeric	2868 unique values 0 missing
SpMin1_Bh.v.	numeric	230 unique values 0 missing
SpMax7_Bh.p.	numeric	861 unique values 0 missing
SpMax5_Bh.p.	numeric	849 unique values 0 missing
Eig07_EA	numeric	1250 unique values 0 missing
Eig05_AEA.ri.	numeric	1177 unique values 0 missing
SM15_AEA.bo.	numeric	1250 unique values 0 missing
SM05_EA.ri.	numeric	1533 unique values 0 missing
BIC0	numeric	191 unique values 0 missing
SM11_EA.ri.	numeric	2021 unique values 0 missing
MWC03	numeric	412 unique values 0 missing
ATSC6i	numeric	2072 unique values 0 missing
ZM2	numeric	412 unique values 0 missing
X4A	numeric	67 unique values 0 missing
Rbrid	numeric	16 unique values 0 missing
SM09_EA.ri.	numeric	1943 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
ATSC5p	numeric	3369 unique values 0 missing
CATS2D_06_DD	numeric	19 unique values 0 missing
SM07_EA.dm.	numeric	583 unique values 0 missing
C.025	numeric	12 unique values 0 missing
Eig10_EA	numeric	1260 unique values 0 missing
ATS7p	numeric	1569 unique values 0 missing
SM04_AEA.dm.	numeric	1260 unique values 0 missing
Eta_C	numeric	3517 unique values 0 missing
ATS3v	numeric	1209 unique values 0 missing
ATSC4v	numeric	3352 unique values 0 missing
SM13_AEA.ed.	numeric	1853 unique values 0 missing
nCsp3	numeric	53 unique values 0 missing
CATS2D_04_AA	numeric	7 unique values 0 missing
Eig05_EA	numeric	1084 unique values 0 missing
SM13_AEA.bo.	numeric	1084 unique values 0 missing
Eig09_EA.bo.	numeric	1409 unique values 0 missing
SM12_AEA.ed.	numeric	1821 unique values 0 missing
ATSC5i	numeric	2064 unique values 0 missing
Eig10_AEA.ri.	numeric	1358 unique values 0 missing
nR06	numeric	11 unique values 0 missing
C.008	numeric	16 unique values 0 missing
X5A	numeric	53 unique values 0 missing
SM14_AEA.ed.	numeric	1836 unique values 0 missing
SM05_EA.ed.	numeric	1790 unique values 0 missing
P_VSA_i_4	numeric	420 unique values 0 missing
SM08_EA.ed.	numeric	1886 unique values 0 missing
ATS6i	numeric	1492 unique values 0 missing
ATS5i	numeric	1402 unique values 0 missing
NaasC	numeric	16 unique values 0 missing
SpDiam_AEA.ri.	numeric	980 unique values 0 missing
Hy	numeric	1031 unique values 0 missing
X3A	numeric	81 unique values 0 missing
SM05_AEA.ed.	numeric	1393 unique values 0 missing
Eig03_EA.ri.	numeric	845 unique values 0 missing
SM15_AEA.ed.	numeric	1823 unique values 0 missing
Mv	numeric	201 unique values 0 missing
SM06_EA.ed.	numeric	1856 unique values 0 missing
ATS5e	numeric	1431 unique values 0 missing
SM08_EA.ri.	numeric	1845 unique values 0 missing
GGI7	numeric	1100 unique values 0 missing
Eta_C_A	numeric	965 unique values 0 missing
ATSC4p	numeric	3313 unique values 0 missing
ATS3p	numeric	1220 unique values 0 missing
ATS6p	numeric	1457 unique values 0 missing
C.002	numeric	28 unique values 0 missing
ATS6e	numeric	1496 unique values 0 missing
ATSC3v	numeric	3213 unique values 0 missing
SM10_AEA.ed.	numeric	1774 unique values 0 missing
SM04_AEA.ed.	numeric	1306 unique values 0 missing
SpMin6_Bh.s.	numeric	804 unique values 0 missing
Eig10_AEA.bo.	numeric	1372 unique values 0 missing
SpMin1_Bh.i.	numeric	244 unique values 0 missing
ATSC6m	numeric	3567 unique values 0 missing
SM11_AEA.ed.	numeric	1816 unique values 0 missing
SM02_EA.ed.	numeric	847 unique values 0 missing
SpMin4_Bh.s.	numeric	632 unique values 0 missing
GGI5	numeric	1017 unique values 0 missing
Eig08_EA.ed.	numeric	1989 unique values 0 missing
SM03_AEA.ri.	numeric	1989 unique values 0 missing
SM04_EA.ri.	numeric	1354 unique values 0 missing
Qindex	numeric	69 unique values 0 missing
SM10_EA	numeric	1761 unique values 0 missing
ATS7v	numeric	1611 unique values 0 missing
ATS4i	numeric	1349 unique values 0 missing
Eig07_AEA.ed.	numeric	1520 unique values 0 missing
P_VSA_e_3	numeric	371 unique values 0 missing
ATSC3p	numeric	3142 unique values 0 missing
SM05_EA	numeric	272 unique values 0 missing
SM07_EA.ed.	numeric	1896 unique values 0 missing
Eig02_EA.ed.	numeric	1551 unique values 0 missing
SM11_AEA.dm.	numeric	1551 unique values 0 missing
SM07_EA.ri.	numeric	1800 unique values 0 missing
ATSC2v	numeric	2923 unique values 0 missing
ATS5v	numeric	1411 unique values 0 missing
SM14_EA	numeric	1922 unique values 0 missing
Eig01_EA.dm.	numeric	251 unique values 0 missing
SpMax_EA.dm.	numeric	251 unique values 0 missing
SM12_EA	numeric	1896 unique values 0 missing
SM15_EA	numeric	1892 unique values 0 missing
Eig04_AEA.ed.	numeric	1184 unique values 0 missing
SM09_AEA.ed.	numeric	1702 unique values 0 missing
X2A	numeric	101 unique values 0 missing
MPC09	numeric	733 unique values 0 missing
MPC08	numeric	645 unique values 0 missing
MPC06	numeric	415 unique values 0 missing
ATSC4i	numeric	1964 unique values 0 missing
SM06_EA.ri.	numeric	1617 unique values 0 missing
nCs	numeric	36 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
Eig03_AEA.ri.	numeric	857 unique values 0 missing
SM13_EA	numeric	1914 unique values 0 missing
GGI6	numeric	1304 unique values 0 missing
X4	numeric	2600 unique values 0 missing
SRW10	numeric	1317 unique values 0 missing
Eig12_EA	numeric	1387 unique values 0 missing
SM06_AEA.dm.	numeric	1387 unique values 0 missing
Eig03_EA.ed.	numeric	1786 unique values 0 missing
SM12_AEA.dm.	numeric	1786 unique values 0 missing
P_VSA_MR_2	numeric	695 unique values 0 missing
MPC10	numeric	792 unique values 0 missing
MPC07	numeric	548 unique values 0 missing
SM05_EA.dm.	numeric	541 unique values 0 missing
ATSC6p	numeric	3367 unique values 0 missing
TWC	numeric	1457 unique values 0 missing
Eig02_EA.ri.	numeric	785 unique values 0 missing
nS	numeric	3 unique values 0 missing
ATS3e	numeric	1243 unique values 0 missing
NssCH2	numeric	32 unique values 0 missing
SM11_EA	numeric	1865 unique values 0 missing
TRS	numeric	58 unique values 0 missing
ATSC7p	numeric	3351 unique values 0 missing
Eta_B	numeric	953 unique values 0 missing
ATSC1v	numeric	2534 unique values 0 missing
NsOH	numeric	8 unique values 0 missing
MATS1v	numeric	194 unique values 0 missing
ATSC3i	numeric	1731 unique values 0 missing
SM04_EA.ed.	numeric	1644 unique values 0 missing
X5	numeric	2584 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
SpMin7_Bh.s.	numeric	874 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
CATS2D_03_LL	numeric	50 unique values 0 missing
P_VSA_e_5	numeric	269 unique values 0 missing
CIC0	numeric	1339 unique values 0 missing
MWC08	numeric	1390 unique values 0 missing
Eig07_EA.ri.	numeric	1326 unique values 0 missing
Chi1_EA.dm.	numeric	2786 unique values 0 missing
Eig12_EA.ri.	numeric	1484 unique values 0 missing
SM08_AEA.ed.	numeric	1656 unique values 0 missing
Eig02_EA.dm.	numeric	270 unique values 0 missing
GGI3	numeric	617 unique values 0 missing
SM06_AEA.ed.	numeric	1470 unique values 0 missing
Eig13_AEA.ed.	numeric	1382 unique values 0 missing
SRW08	numeric	1243 unique values 0 missing
nCIR	numeric	50 unique values 0 missing
SM03_EA.ri.	numeric	1166 unique values 0 missing
P_VSA_e_1	numeric	97 unique values 0 missing
P_VSA_m_1	numeric	96 unique values 0 missing
P_VSA_v_1	numeric	96 unique values 0 missing
P_VSA_s_2	numeric	158 unique values 0 missing
SM07_EA	numeric	1241 unique values 0 missing
CATS2D_05_LL	numeric	52 unique values 0 missing
SAdon	numeric	246 unique values 0 missing
Eig14_AEA.ed.	numeric	1432 unique values 0 missing
Eig08_EA.ri.	numeric	1289 unique values 0 missing
SM07_AEA.ed.	numeric	1567 unique values 0 missing
SpMin5_Bh.m.	numeric	661 unique values 0 missing
ATSC2p	numeric	2803 unique values 0 missing
ATS8p	numeric	1727 unique values 0 missing
SM03_EA.ed.	numeric	1000 unique values 0 missing
nCb.	numeric	15 unique values 0 missing
ATSC7v	numeric	3451 unique values 0 missing
MWC05	numeric	1187 unique values 0 missing
NssssC	numeric	7 unique values 0 missing
Eig12_AEA.ed.	numeric	1403 unique values 0 missing
SpMin8_Bh.s.	numeric	896 unique values 0 missing
SpMAD_EA.ed.	numeric	1358 unique values 0 missing
GGI4	numeric	1456 unique values 0 missing
nR10	numeric	8 unique values 0 missing
MWC06	numeric	1272 unique values 0 missing
ATS8v	numeric	1769 unique values 0 missing
SM08_EA	numeric	1627 unique values 0 missing
CATS2D_02_DL	numeric	23 unique values 0 missing
MATS8s	numeric	586 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

4085

Number of instances (rows) of the dataset.

NumberOfFeatures

357

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

356

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

0.09

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

0.7

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

0.8

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

4.83

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

7.27

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

0.34

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

0.68

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

MaxKurtosisOfNumericAtts

103.12

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.07

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

367.87

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

3.16

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

99.72

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

11.39

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-1.21

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.28

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

6.91

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.42

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

178.17

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.4

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.04

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

2.48

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

2.81

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

16.16

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.12

First quartile of skewness among 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.

Quartile1StdDevOfNumericAtts

0.37

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

Show all 62 properties