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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1785

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: CHEMBL1785 (TID: 247), and it has 1171 rows and 336 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.

338 features

pXC50 (target)	numeric	685 unique values 0 missing
molecule_id (row identifier)	nominal	1171 unique values 0 missing
SpMin1_Bh.p.	numeric	169 unique values 0 missing
Eig07_AEA.bo.	numeric	442 unique values 0 missing
SpMax7_Bh.i.	numeric	495 unique values 0 missing
Eig01_EA.ed.	numeric	248 unique values 0 missing
Eig05_EA.ed.	numeric	574 unique values 0 missing
SM10_AEA.dm.	numeric	248 unique values 0 missing
SM14_AEA.dm.	numeric	574 unique values 0 missing
SpMax_EA.ed.	numeric	248 unique values 0 missing
piPC06	numeric	590 unique values 0 missing
JGI2	numeric	63 unique values 0 missing
GGI5	numeric	458 unique values 0 missing
P_VSA_s_6	numeric	305 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
SM12_EA.ri.	numeric	785 unique values 0 missing
SpMax3_Bh.p.	numeric	290 unique values 0 missing
C.035	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	610 unique values 0 missing
SpMin3_Bh.p.	numeric	251 unique values 0 missing
ATS1i	numeric	565 unique values 0 missing
SM15_EA.ri.	numeric	776 unique values 0 missing
ATSC5i	numeric	923 unique values 0 missing
SpMin2_Bh.e.	numeric	247 unique values 0 missing
ATS4p	numeric	706 unique values 0 missing
RBN	numeric	32 unique values 0 missing
piPC02	numeric	256 unique values 0 missing
IDDE	numeric	394 unique values 0 missing
SM02_EA.bo.	numeric	256 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
SpMax4_Bh.v.	numeric	415 unique values 0 missing
GGI6	numeric	515 unique values 0 missing
TIC3	numeric	969 unique values 0 missing
Eta_F	numeric	1139 unique values 0 missing
SpMin2_Bh.i.	numeric	245 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
Eig14_EA.bo.	numeric	488 unique values 0 missing
Eig08_EA.bo.	numeric	438 unique values 0 missing
SM15_AEA.ed.	numeric	573 unique values 0 missing
nIsoxazoles	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	512 unique values 0 missing
IDM	numeric	586 unique values 0 missing
ATSC3i	numeric	820 unique values 0 missing
Eig01_AEA.ed.	numeric	167 unique values 0 missing
Se	numeric	835 unique values 0 missing
SpMax_AEA.ed.	numeric	167 unique values 0 missing
ATSC6v	numeric	1119 unique values 0 missing
Eta_FL	numeric	933 unique values 0 missing
nCsp3	numeric	30 unique values 0 missing
HDcpx	numeric	215 unique values 0 missing
Eig02_AEA.dm.	numeric	356 unique values 0 missing
SpMaxA_AEA.bo.	numeric	127 unique values 0 missing
Eig06_AEA.dm.	numeric	547 unique values 0 missing
C.024	numeric	25 unique values 0 missing
SM03_EA	numeric	27 unique values 0 missing
Eig12_AEA.bo.	numeric	417 unique values 0 missing
ATSC7i	numeric	934 unique values 0 missing
ATS8v	numeric	784 unique values 0 missing
Eig13_EA.ri.	numeric	546 unique values 0 missing
MWC05	numeric	471 unique values 0 missing
SpMin4_Bh.v.	numeric	417 unique values 0 missing
ATS5m	numeric	652 unique values 0 missing
Eig13_EA.bo.	numeric	449 unique values 0 missing
X5sol	numeric	820 unique values 0 missing
ATS2p	numeric	578 unique values 0 missing
Eig14_AEA.bo.	numeric	436 unique values 0 missing
SM11_EA.ri.	numeric	749 unique values 0 missing
Eig14_EA.ed.	numeric	533 unique values 0 missing
nBT	numeric	100 unique values 0 missing
SM09_AEA.ri.	numeric	533 unique values 0 missing
P_VSA_e_1	numeric	62 unique values 0 missing
TRS	numeric	36 unique values 0 missing
P_VSA_m_1	numeric	62 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
P_VSA_v_1	numeric	62 unique values 0 missing
ATS8s	numeric	819 unique values 0 missing
SpMin6_Bh.p.	numeric	414 unique values 0 missing
CATS2D_06_DL	numeric	24 unique values 0 missing
ATS1v	numeric	544 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
P_VSA_s_2	numeric	78 unique values 0 missing
Eig13_AEA.dm.	numeric	528 unique values 0 missing
ATS1p	numeric	543 unique values 0 missing
Eig01_EA	numeric	194 unique values 0 missing
SpMaxA_EA.bo.	numeric	126 unique values 0 missing
SM09_AEA.bo.	numeric	194 unique values 0 missing
IVDM	numeric	356 unique values 0 missing
SpDiam_EA	numeric	194 unique values 0 missing
SpMin5_Bh.p.	numeric	421 unique values 0 missing
SpMax_EA	numeric	194 unique values 0 missing
Eig08_EA	numeric	427 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_AEA.dm.	numeric	427 unique values 0 missing
CATS2D_08_AA	numeric	16 unique values 0 missing
SpMax8_Bh.v.	numeric	489 unique values 0 missing
MATS5i	numeric	372 unique values 0 missing
GATS2v	numeric	392 unique values 0 missing
SM02_EA.ed.	numeric	369 unique values 0 missing
Eig09_AEA.ed.	numeric	486 unique values 0 missing
SpDiam_EA.ed.	numeric	322 unique values 0 missing
SpMax8_Bh.e.	numeric	500 unique values 0 missing
SM14_EA.dm.	numeric	222 unique values 0 missing
X5Av	numeric	43 unique values 0 missing
nHAcc	numeric	26 unique values 0 missing
ON0	numeric	196 unique values 0 missing
GGI8	numeric	491 unique values 0 missing
Chi0_AEA.bo.	numeric	656 unique values 0 missing
SRW09	numeric	77 unique values 0 missing
Chi0_AEA.dm.	numeric	656 unique values 0 missing
H.047	numeric	40 unique values 0 missing
Chi0_AEA.ed.	numeric	656 unique values 0 missing
MPC05	numeric	158 unique values 0 missing
Chi0_AEA.ri.	numeric	656 unique values 0 missing
SpMin3_Bh.s.	numeric	388 unique values 0 missing
Chi0_EA	numeric	656 unique values 0 missing
MWC07	numeric	489 unique values 0 missing
SpMin5_Bh.v.	numeric	413 unique values 0 missing
SM10_EA.dm.	numeric	260 unique values 0 missing
P_VSA_LogP_5	numeric	506 unique values 0 missing
SM12_EA.dm.	numeric	241 unique values 0 missing
Eig13_EA	numeric	437 unique values 0 missing
ATS3i	numeric	703 unique values 0 missing
SM07_AEA.dm.	numeric	437 unique values 0 missing
Eig01_AEA.bo.	numeric	185 unique values 0 missing
SM03_AEA.bo.	numeric	462 unique values 0 missing
SpMax_AEA.bo.	numeric	185 unique values 0 missing
SM12_EA.ed.	numeric	485 unique values 0 missing
SpMin4_Bh.s.	numeric	442 unique values 0 missing
Eig13_AEA.bo.	numeric	410 unique values 0 missing
nPyrimidines	numeric	4 unique values 0 missing
TIC2	numeric	1030 unique values 0 missing
P_VSA_i_2	numeric	933 unique values 0 missing
SpMAD_EA.dm.	numeric	386 unique values 0 missing
SpDiam_EA.bo.	numeric	247 unique values 0 missing
SM04_EA	numeric	250 unique values 0 missing
Psi_i_s	numeric	627 unique values 0 missing
P_VSA_MR_1	numeric	114 unique values 0 missing
Eta_L	numeric	990 unique values 0 missing
SpMax6_Bh.i.	numeric	468 unique values 0 missing
JGT	numeric	222 unique values 0 missing
SaaN	numeric	575 unique values 0 missing
Eig01_EA.bo.	numeric	243 unique values 0 missing
SpMax6_Bh.p.	numeric	518 unique values 0 missing
SM11_AEA.ri.	numeric	243 unique values 0 missing
ATSC8i	numeric	949 unique values 0 missing
SpMax_EA.bo.	numeric	243 unique values 0 missing
Eig10_AEA.ri.	numeric	515 unique values 0 missing
SM05_AEA.ed.	numeric	490 unique values 0 missing
Eig02_EA.bo.	numeric	323 unique values 0 missing
Eig01_AEA.ri.	numeric	246 unique values 0 missing
SM12_AEA.ri.	numeric	323 unique values 0 missing
SpMax_AEA.ri.	numeric	246 unique values 0 missing
SpDiam_AEA.ri.	numeric	342 unique values 0 missing
ATSC6e	numeric	789 unique values 0 missing
CIC3	numeric	623 unique values 0 missing
Eig11_EA.bo.	numeric	420 unique values 0 missing
Psi_i_1	numeric	1001 unique values 0 missing
PCD	numeric	681 unique values 0 missing
Eig07_EA.ri.	numeric	557 unique values 0 missing
nBnz	numeric	8 unique values 0 missing
Eta_betaP_A	numeric	291 unique values 0 missing
nCar	numeric	31 unique values 0 missing
SpMax8_Bh.p.	numeric	479 unique values 0 missing
Chi1_EA.dm.	numeric	857 unique values 0 missing
ATSC7e	numeric	806 unique values 0 missing
Eig07_AEA.ed.	numeric	442 unique values 0 missing
Eig06_EA.bo.	numeric	460 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
CATS2D_04_LL	numeric	37 unique values 0 missing
ATS3e	numeric	707 unique values 0 missing
ON1V	numeric	822 unique values 0 missing
ALOGP2	numeric	989 unique values 0 missing
SM08_EA.ri.	numeric	757 unique values 0 missing
Eig11_AEA.bo.	numeric	398 unique values 0 missing
Eig10_EA.ed.	numeric	551 unique values 0 missing
SM05_AEA.ri.	numeric	551 unique values 0 missing
ATS4i	numeric	775 unique values 0 missing
ATS2i	numeric	635 unique values 0 missing
ALOGP	numeric	893 unique values 0 missing
ATS2v	numeric	567 unique values 0 missing
ATS6p	numeric	753 unique values 0 missing
Eig06_AEA.ri.	numeric	570 unique values 0 missing
Eig06_AEA.bo.	numeric	454 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	498 unique values 0 missing
Eig09_EA.ed.	numeric	574 unique values 0 missing
SM04_AEA.ri.	numeric	574 unique values 0 missing
SpMax8_Bh.m.	numeric	482 unique values 0 missing
C.008	numeric	12 unique values 0 missing
Eig07_AEA.ri.	numeric	568 unique values 0 missing
Eig09_AEA.ri.	numeric	505 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM13_EA.ed.	numeric	471 unique values 0 missing
ATSC7m	numeric	1135 unique values 0 missing
Eta_F_A	numeric	536 unique values 0 missing
MWC10	numeric	520 unique values 0 missing
SpMin6_Bh.v.	numeric	421 unique values 0 missing
piPC09	numeric	677 unique values 0 missing
ATS8i	numeric	845 unique values 0 missing
SpMin8_Bh.s.	numeric	435 unique values 0 missing
Pol	numeric	87 unique values 0 missing
ZM1Kup	numeric	893 unique values 0 missing
ATS8p	numeric	787 unique values 0 missing
Eig06_EA	numeric	469 unique values 0 missing
SM14_AEA.bo.	numeric	469 unique values 0 missing
nCt	numeric	6 unique values 0 missing
piPC08	numeric	648 unique values 0 missing
ATS6v	numeric	747 unique values 0 missing
SdssC	numeric	698 unique values 0 missing
ATS4e	numeric	733 unique values 0 missing
Eig10_AEA.ed.	numeric	459 unique values 0 missing
Eig09_EA.ri.	numeric	494 unique values 0 missing
SpMaxA_EA.ri.	numeric	114 unique values 0 missing
SM14_EA.ed.	numeric	454 unique values 0 missing
Eta_beta	numeric	200 unique values 0 missing
D.Dtr06	numeric	758 unique values 0 missing
ATS7v	numeric	763 unique values 0 missing
ATS5i	numeric	792 unique values 0 missing
ATSC3v	numeric	1076 unique values 0 missing
SM07_EA.ri.	numeric	708 unique values 0 missing
Eig06_EA.ri.	numeric	599 unique values 0 missing
Eig05_EA.bo.	numeric	451 unique values 0 missing
SM15_AEA.ri.	numeric	451 unique values 0 missing
C.005	numeric	6 unique values 0 missing
MATS8p	numeric	433 unique values 0 missing
nR05	numeric	6 unique values 0 missing
NaaCH	numeric	26 unique values 0 missing
ATSC7v	numeric	1125 unique values 0 missing
ATS6i	numeric	784 unique values 0 missing
Eig10_AEA.bo.	numeric	359 unique values 0 missing
Wap	numeric	691 unique values 0 missing
CATS2D_02_AA	numeric	10 unique values 0 missing
SpMin2_Bh.s.	numeric	336 unique values 0 missing
ATSC4v	numeric	1110 unique values 0 missing
P_VSA_s_4	numeric	523 unique values 0 missing
SpMin2_Bh.m.	numeric	217 unique values 0 missing
Eig14_AEA.ed.	numeric	431 unique values 0 missing
ATS5v	numeric	741 unique values 0 missing
NssO	numeric	11 unique values 0 missing
Eig11_EA.ed.	numeric	569 unique values 0 missing
SM06_AEA.ri.	numeric	569 unique values 0 missing
Eig08_EA.ri.	numeric	543 unique values 0 missing
piPC05	numeric	551 unique values 0 missing
ATS6e	numeric	790 unique values 0 missing
ATS7s	numeric	768 unique values 0 missing
X4	numeric	749 unique values 0 missing
Eig07_EA	numeric	471 unique values 0 missing
SM15_AEA.bo.	numeric	471 unique values 0 missing
Eig10_AEA.dm.	numeric	587 unique values 0 missing
ATS7e	numeric	808 unique values 0 missing
Eig07_EA.bo.	numeric	439 unique values 0 missing
MWC04	numeric	359 unique values 0 missing
SRW08	numeric	467 unique values 0 missing
Eig10_EA.bo.	numeric	386 unique values 0 missing
Eig13_AEA.ed.	numeric	483 unique values 0 missing
C.032	numeric	3 unique values 0 missing
SpMaxA_AEA.dm.	numeric	115 unique values 0 missing
ATSC1v	numeric	843 unique values 0 missing
IVDE	numeric	278 unique values 0 missing
ATSC3p	numeric	1047 unique values 0 missing
ATSC6i	numeric	939 unique values 0 missing
nH	numeric	63 unique values 0 missing
X5	numeric	740 unique values 0 missing
Eig02_AEA.ed.	numeric	299 unique values 0 missing
ATS6m	numeric	729 unique values 0 missing
ATSC7s	numeric	1142 unique values 0 missing
SM15_EA.bo.	numeric	628 unique values 0 missing
ATS5e	numeric	767 unique values 0 missing
ATSC2v	numeric	950 unique values 0 missing
Eig09_EA	numeric	400 unique values 0 missing
SM03_AEA.dm.	numeric	400 unique values 0 missing
Eta_alpha_A	numeric	91 unique values 0 missing
Eta_C	numeric	1128 unique values 0 missing
Eig08_AEA.bo.	numeric	424 unique values 0 missing
SpMax2_Bh.i.	numeric	216 unique values 0 missing
Ui	numeric	42 unique values 0 missing
X1Kup	numeric	983 unique values 0 missing
Eig12_EA.bo.	numeric	432 unique values 0 missing
ATS8e	numeric	829 unique values 0 missing
piID	numeric	693 unique values 0 missing
ATS7i	numeric	817 unique values 0 missing
Eig15_EA.ed.	numeric	519 unique values 0 missing
SM10_AEA.ri.	numeric	519 unique values 0 missing
SpMin2_Bh.p.	numeric	242 unique values 0 missing
Eig08_AEA.ri.	numeric	538 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
SM03_EA.ed.	numeric	367 unique values 0 missing
MATS8i	numeric	445 unique values 0 missing
ATSC8v	numeric	1124 unique values 0 missing
Eig15_EA	numeric	430 unique values 0 missing
SM09_AEA.dm.	numeric	430 unique values 0 missing
SpMin6_Bh.s.	numeric	466 unique values 0 missing
SpMin5_Bh.s.	numeric	460 unique values 0 missing
SRW10	numeric	478 unique values 0 missing
nAB	numeric	25 unique values 0 missing
X1MulPer	numeric	990 unique values 0 missing
Si	numeric	831 unique values 0 missing
SM10_EA.ri.	numeric	789 unique values 0 missing
Eig09_EA.bo.	numeric	410 unique values 0 missing
Eig09_AEA.bo.	numeric	390 unique values 0 missing
SpMin3_Bh.v.	numeric	261 unique values 0 missing
Eig15_EA.ri.	numeric	560 unique values 0 missing
P_VSA_p_1	numeric	93 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
Eig07_AEA.dm.	numeric	555 unique values 0 missing
P_VSA_e_2	numeric	933 unique values 0 missing
ATSC7p	numeric	1116 unique values 0 missing
Eig07_EA.ed.	numeric	576 unique values 0 missing
SM02_AEA.ri.	numeric	576 unique values 0 missing
SM09_EA.ri.	numeric	746 unique values 0 missing
Eig15_AEA.ri.	numeric	546 unique values 0 missing
ATS3v	numeric	638 unique values 0 missing
SpMin7_Bh.s.	numeric	430 unique values 0 missing
SpMin6_Bh.m.	numeric	439 unique values 0 missing
Eig09_AEA.dm.	numeric	586 unique values 0 missing
SpMin4_Bh.e.	numeric	405 unique values 0 missing
Eig10_EA	numeric	416 unique values 0 missing
SM04_AEA.dm.	numeric	416 unique values 0 missing
ATSC4i	numeric	871 unique values 0 missing
GATS5i	numeric	422 unique values 0 missing
ATS2e	numeric	622 unique values 0 missing
CATS2D_06_AL	numeric	29 unique values 0 missing
SM14_EA.bo.	numeric	624 unique values 0 missing
MPC03	numeric	98 unique values 0 missing
CID	numeric	409 unique values 0 missing
ISIZ	numeric	100 unique values 0 missing
nAT	numeric	100 unique values 0 missing
Eig06_AEA.ed.	numeric	475 unique values 0 missing
P_VSA_i_3	numeric	638 unique values 0 missing
ATSC3s	numeric	1141 unique values 0 missing
Eig08_AEA.ed.	numeric	467 unique values 0 missing
SpMax4_Bh.p.	numeric	404 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nHM	numeric	6 unique values 0 missing
ATS6s	numeric	758 unique values 0 missing
SpMax6_Bh.e.	numeric	485 unique values 0 missing
X3	numeric	760 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1171

Number of instances (rows) of the dataset.

NumberOfFeatures

338

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

337

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

0.29

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

2.12

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

0.7

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

4.21

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

435.2

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

-0.02

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.54

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.54

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

MaxKurtosisOfNumericAtts

256.39

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-1.05

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

48378.99

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

4.82

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

99.7

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

9.21

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-10.42

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.3

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

15.14

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

1.41

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

143536.89

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.68

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.68

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

1.78

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

11.38

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

165.83

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.87

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.18

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.28

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

Show all 62 properties