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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4860

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: CHEMBL4860 (TID: 100304), and it has 514 rows and 341 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.

343 features

pXC50 (target)	numeric	348 unique values 0 missing
molecule_id (row identifier)	nominal	514 unique values 0 missing
SM15_AEA.bo.	numeric	302 unique values 0 missing
SpMax4_Bh.m.	numeric	224 unique values 0 missing
ATSC6m	numeric	500 unique values 0 missing
SpMax3_Bh.p.	numeric	196 unique values 0 missing
MPC01	numeric	89 unique values 0 missing
SpMax3_Bh.e.	numeric	214 unique values 0 missing
MWC01	numeric	89 unique values 0 missing
P_VSA_MR_7	numeric	80 unique values 0 missing
nBO	numeric	89 unique values 0 missing
SpMax3_Bh.i.	numeric	194 unique values 0 missing
SRW02	numeric	89 unique values 0 missing
Eig06_EA.bo.	numeric	292 unique values 0 missing
ATS1p	numeric	367 unique values 0 missing
nHM	numeric	6 unique values 0 missing
ZM1MulPer	numeric	481 unique values 0 missing
P_VSA_m_4	numeric	32 unique values 0 missing
ZM1V	numeric	277 unique values 0 missing
SpMin3_Bh.e.	numeric	175 unique values 0 missing
RDCHI	numeric	413 unique values 0 missing
SpMin3_Bh.v.	numeric	189 unique values 0 missing
ATS8v	numeric	430 unique values 0 missing
SpMax2_Bh.e.	numeric	203 unique values 0 missing
ATSC7s	numeric	498 unique values 0 missing
nCb.	numeric	21 unique values 0 missing
ATS3p	numeric	394 unique values 0 missing
SpMax2_Bh.v.	numeric	201 unique values 0 missing
Eig14_AEA.bo.	numeric	283 unique values 0 missing
Eig02_EA.ri.	numeric	215 unique values 0 missing
SpMax7_Bh.s.	numeric	260 unique values 0 missing
SpMax4_Bh.e.	numeric	235 unique values 0 missing
Eig13_EA.bo.	numeric	298 unique values 0 missing
SpMin3_Bh.i.	numeric	170 unique values 0 missing
ATS6i	numeric	414 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
IC5	numeric	383 unique values 0 missing
nCL	numeric	5 unique values 0 missing
SpMin1_Bh.p.	numeric	124 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
S2K	numeric	434 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
CIC0	numeric	380 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
Xt	numeric	133 unique values 0 missing
N.070	numeric	4 unique values 0 missing
SpMax6_Bh.p.	numeric	293 unique values 0 missing
SpMax3_Bh.v.	numeric	205 unique values 0 missing
GATS5m	numeric	288 unique values 0 missing
SpMax5_Bh.p.	numeric	241 unique values 0 missing
SpMin4_Bh.e.	numeric	205 unique values 0 missing
SpMin3_Bh.p.	numeric	187 unique values 0 missing
P_VSA_MR_1	numeric	87 unique values 0 missing
SpMin3_Bh.s.	numeric	204 unique values 0 missing
Eig06_AEA.bo.	numeric	260 unique values 0 missing
SpMin2_Bh.v.	numeric	151 unique values 0 missing
SpMin8_Bh.e.	numeric	278 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
SpMin7_Bh.v.	numeric	300 unique values 0 missing
P_VSA_i_2	numeric	445 unique values 0 missing
SM12_EA.bo.	numeric	339 unique values 0 missing
SpMin4_Bh.i.	numeric	201 unique values 0 missing
ATS5v	numeric	420 unique values 0 missing
H.047	numeric	58 unique values 0 missing
X1Kup	numeric	468 unique values 0 missing
SpMax5_Bh.m.	numeric	284 unique values 0 missing
Chi1_EA.bo.	numeric	438 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
ATS2v	numeric	373 unique values 0 missing
SpMin5_Bh.m.	numeric	240 unique values 0 missing
Eig14_AEA.dm.	numeric	307 unique values 0 missing
Rperim	numeric	41 unique values 0 missing
CATS2D_05_LL	numeric	35 unique values 0 missing
SpMax5_Bh.v.	numeric	258 unique values 0 missing
MATS5m	numeric	215 unique values 0 missing
SpMin3_Bh.m.	numeric	164 unique values 0 missing
SM14_EA	numeric	362 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM07_EA	numeric	331 unique values 0 missing
Eig07_AEA.bo.	numeric	274 unique values 0 missing
SpMaxA_AEA.ri.	numeric	121 unique values 0 missing
SpMax6_Bh.m.	numeric	314 unique values 0 missing
ATSC6v	numeric	498 unique values 0 missing
D.Dtr06	numeric	422 unique values 0 missing
SM05_EA.ri.	numeric	377 unique values 0 missing
SpMin2_Bh.i.	numeric	154 unique values 0 missing
nArNHR	numeric	4 unique values 0 missing
SpMin4_Bh.p.	numeric	207 unique values 0 missing
SM05_AEA.ed.	numeric	362 unique values 0 missing
Xindex	numeric	204 unique values 0 missing
MDDD	numeric	431 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
X1MulPer	numeric	460 unique values 0 missing
P_VSA_s_1	numeric	5 unique values 0 missing
Eig15_EA.ed.	numeric	326 unique values 0 missing
S.110	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	326 unique values 0 missing
SpMax3_Bh.m.	numeric	245 unique values 0 missing
ATS8p	numeric	420 unique values 0 missing
CATS2D_04_DA	numeric	9 unique values 0 missing
ATS6s	numeric	411 unique values 0 missing
Eig03_AEA.ri.	numeric	254 unique values 0 missing
PHI	numeric	435 unique values 0 missing
SpMin6_Bh.i.	numeric	262 unique values 0 missing
CENT	numeric	420 unique values 0 missing
SM08_EA.bo.	numeric	362 unique values 0 missing
CSI	numeric	402 unique values 0 missing
Vindex	numeric	162 unique values 0 missing
ATSC1i	numeric	395 unique values 0 missing
nCar	numeric	28 unique values 0 missing
ATS2s	numeric	412 unique values 0 missing
Eig03_EA	numeric	230 unique values 0 missing
X1Mad	numeric	470 unique values 0 missing
SM11_AEA.bo.	numeric	230 unique values 0 missing
ECC	numeric	381 unique values 0 missing
NRS	numeric	9 unique values 0 missing
SpMin1_Bh.i.	numeric	117 unique values 0 missing
Yindex	numeric	270 unique values 0 missing
SM10_EA	numeric	371 unique values 0 missing
IC3	numeric	409 unique values 0 missing
SM06_AEA.ed.	numeric	355 unique values 0 missing
nAB	numeric	23 unique values 0 missing
SpMin4_Bh.s.	numeric	244 unique values 0 missing
SpMin1_Bh.e.	numeric	117 unique values 0 missing
ATS5p	numeric	429 unique values 0 missing
SpMax4_Bh.v.	numeric	223 unique values 0 missing
GMTIV	numeric	485 unique values 0 missing
piPC10	numeric	401 unique values 0 missing
CATS2D_09_AL	numeric	42 unique values 0 missing
MATS1e	numeric	250 unique values 0 missing
Eig05_AEA.bo.	numeric	254 unique values 0 missing
SpMin2_Bh.s.	numeric	151 unique values 0 missing
Se	numeric	431 unique values 0 missing
SssCH2	numeric	444 unique values 0 missing
ATS1e	numeric	371 unique values 0 missing
NaasC	numeric	19 unique values 0 missing
ZM1Mad	numeric	454 unique values 0 missing
Wap	numeric	401 unique values 0 missing
CATS2D_08_AL	numeric	39 unique values 0 missing
nCbH	numeric	24 unique values 0 missing
ATS7e	numeric	426 unique values 0 missing
SpMax2_Bh.m.	numeric	221 unique values 0 missing
P_VSA_e_1	numeric	73 unique values 0 missing
SsCl	numeric	167 unique values 0 missing
P_VSA_m_1	numeric	73 unique values 0 missing
IC2	numeric	403 unique values 0 missing
P_VSA_s_2	numeric	94 unique values 0 missing
CATS2D_03_LL	numeric	39 unique values 0 missing
P_VSA_v_1	numeric	73 unique values 0 missing
SpMax5_Bh.i.	numeric	254 unique values 0 missing
SpMaxA_AEA.ed.	numeric	148 unique values 0 missing
MATS4s	numeric	256 unique values 0 missing
ATSC3p	numeric	471 unique values 0 missing
nArX	numeric	5 unique values 0 missing
SpMin4_Bh.m.	numeric	193 unique values 0 missing
SpMin5_Bh.i.	numeric	244 unique values 0 missing
Psi_e_0	numeric	490 unique values 0 missing
NaaCH	numeric	24 unique values 0 missing
ATS1i	numeric	373 unique values 0 missing
SM06_EA.bo.	numeric	367 unique values 0 missing
Eta_F	numeric	500 unique values 0 missing
Eig04_EA.bo.	numeric	247 unique values 0 missing
nC	numeric	65 unique values 0 missing
SM14_AEA.ri.	numeric	247 unique values 0 missing
ATSC2p	numeric	455 unique values 0 missing
SpMax5_Bh.e.	numeric	254 unique values 0 missing
Eig02_AEA.ri.	numeric	225 unique values 0 missing
SpMin2_Bh.p.	numeric	164 unique values 0 missing
ALOGP	numeric	457 unique values 0 missing
C.006	numeric	14 unique values 0 missing
ATSC3i	numeric	444 unique values 0 missing
SpMax7_Bh.e.	numeric	287 unique values 0 missing
CATS2D_06_AA	numeric	14 unique values 0 missing
nBnz	numeric	8 unique values 0 missing
SpMin6_Bh.e.	numeric	247 unique values 0 missing
Eig04_AEA.bo.	numeric	241 unique values 0 missing
SM04_EA.bo.	numeric	360 unique values 0 missing
SpMin6_Bh.v.	numeric	271 unique values 0 missing
PCD	numeric	401 unique values 0 missing
Eig07_EA.ed.	numeric	303 unique values 0 missing
SM02_AEA.ri.	numeric	303 unique values 0 missing
piPC03	numeric	340 unique values 0 missing
Eig03_AEA.bo.	numeric	226 unique values 0 missing
SpMax2_Bh.p.	numeric	202 unique values 0 missing
SM05_EA.bo.	numeric	330 unique values 0 missing
Eig04_EA	numeric	275 unique values 0 missing
SM12_AEA.bo.	numeric	275 unique values 0 missing
SpMax7_Bh.v.	numeric	306 unique values 0 missing
Eig07_AEA.ri.	numeric	318 unique values 0 missing
ON1V	numeric	436 unique values 0 missing
IDDE	numeric	332 unique values 0 missing
SpMax8_Bh.s.	numeric	259 unique values 0 missing
ATS6m	numeric	434 unique values 0 missing
MATS1m	numeric	187 unique values 0 missing
Eig07_EA.bo.	numeric	275 unique values 0 missing
piPC04	numeric	354 unique values 0 missing
SAtot	numeric	454 unique values 0 missing
piPC05	numeric	359 unique values 0 missing
Eig03_EA.ed.	numeric	249 unique values 0 missing
SM12_AEA.dm.	numeric	249 unique values 0 missing
piID	numeric	403 unique values 0 missing
Eta_sh_x	numeric	57 unique values 0 missing
TRS	numeric	35 unique values 0 missing
nR06	numeric	10 unique values 0 missing
SpMax7_Bh.p.	numeric	293 unique values 0 missing
SM15_EA.bo.	numeric	341 unique values 0 missing
SM03_EA.bo.	numeric	168 unique values 0 missing
Eig04_AEA.ri.	numeric	287 unique values 0 missing
TIC1	numeric	449 unique values 0 missing
X1sol	numeric	412 unique values 0 missing
SpMax7_Bh.m.	numeric	284 unique values 0 missing
C.024	numeric	24 unique values 0 missing
Eig04_EA.ed.	numeric	284 unique values 0 missing
SM13_AEA.dm.	numeric	284 unique values 0 missing
Eta_alpha	numeric	370 unique values 0 missing
GGI9	numeric	334 unique values 0 missing
SpMax6_Bh.s.	numeric	251 unique values 0 missing
GATS1e	numeric	290 unique values 0 missing
ATSC7i	numeric	476 unique values 0 missing
DLS_cons	numeric	63 unique values 0 missing
HVcpx	numeric	366 unique values 0 missing
IC4	numeric	387 unique values 0 missing
ON0	numeric	233 unique values 0 missing
SM06_EA	numeric	375 unique values 0 missing
SpMax4_Bh.p.	numeric	230 unique values 0 missing
ATSC7m	numeric	499 unique values 0 missing
piPC07	numeric	382 unique values 0 missing
MATS2s	numeric	276 unique values 0 missing
CATS2D_06_AL	numeric	40 unique values 0 missing
Eig05_EA	numeric	280 unique values 0 missing
SM13_AEA.bo.	numeric	280 unique values 0 missing
BID	numeric	143 unique values 0 missing
Eig10_AEA.dm.	numeric	351 unique values 0 missing
Eig03_AEA.ed.	numeric	213 unique values 0 missing
X5v	numeric	486 unique values 0 missing
SpMin5_Bh.e.	numeric	242 unique values 0 missing
ZM2Per	numeric	484 unique values 0 missing
MW	numeric	435 unique values 0 missing
XMOD	numeric	468 unique values 0 missing
IVDM	numeric	315 unique values 0 missing
SM09_EA.bo.	numeric	362 unique values 0 missing
GGI2	numeric	57 unique values 0 missing
CID	numeric	324 unique values 0 missing
P_VSA_MR_6	numeric	339 unique values 0 missing
TIC2	numeric	475 unique values 0 missing
AECC	numeric	406 unique values 0 missing
ALOGP2	numeric	463 unique values 0 missing
Eig09_AEA.dm.	numeric	313 unique values 0 missing
SpMax2_Bh.i.	numeric	187 unique values 0 missing
CATS2D_05_AL	numeric	34 unique values 0 missing
ATSC6i	numeric	461 unique values 0 missing
Xu	numeric	429 unique values 0 missing
X2sol	numeric	431 unique values 0 missing
ATSC6p	numeric	493 unique values 0 missing
ATS7p	numeric	421 unique values 0 missing
Eig12_AEA.dm.	numeric	307 unique values 0 missing
Chi1_AEA.bo.	numeric	416 unique values 0 missing
Chi1_AEA.dm.	numeric	416 unique values 0 missing
Chi1_AEA.ed.	numeric	416 unique values 0 missing
Chi1_AEA.ri.	numeric	416 unique values 0 missing
Chi1_EA	numeric	416 unique values 0 missing
S1K	numeric	412 unique values 0 missing
P_VSA_p_3	numeric	446 unique values 0 missing
P_VSA_v_3	numeric	446 unique values 0 missing
Chi0_EA.ri.	numeric	470 unique values 0 missing
IDDM	numeric	320 unique values 0 missing
X1	numeric	395 unique values 0 missing
ZM1Per	numeric	479 unique values 0 missing
GGI5	numeric	328 unique values 0 missing
SRW10	numeric	364 unique values 0 missing
nSK	numeric	84 unique values 0 missing
IDET	numeric	431 unique values 0 missing
MSD	numeric	423 unique values 0 missing
MAXDP	numeric	441 unique values 0 missing
Psi_i_0	numeric	454 unique values 0 missing
TIC3	numeric	458 unique values 0 missing
Eig15_EA	numeric	276 unique values 0 missing
SM09_AEA.dm.	numeric	276 unique values 0 missing
P_VSA_s_4	numeric	275 unique values 0 missing
SM11_EA.bo.	numeric	343 unique values 0 missing
ATSC8i	numeric	467 unique values 0 missing
IDE	numeric	376 unique values 0 missing
CIC1	numeric	386 unique values 0 missing
LPRS	numeric	431 unique values 0 missing
Uindex	numeric	428 unique values 0 missing
Eig02_EA.bo.	numeric	211 unique values 0 missing
SM12_AEA.ri.	numeric	211 unique values 0 missing
SpMax8_Bh.p.	numeric	274 unique values 0 missing
X2	numeric	422 unique values 0 missing
SM05_EA	numeric	165 unique values 0 missing
SM10_EA.bo.	numeric	346 unique values 0 missing
Eig11_AEA.dm.	numeric	297 unique values 0 missing
Chi1_EA.ri.	numeric	489 unique values 0 missing
SpAD_AEA.dm.	numeric	485 unique values 0 missing
X1v	numeric	472 unique values 0 missing
X0v	numeric	452 unique values 0 missing
TPC	numeric	349 unique values 0 missing
ATS6v	numeric	422 unique values 0 missing
Chi0_EA.bo.	numeric	422 unique values 0 missing
Dz	numeric	288 unique values 0 missing
ATS1m	numeric	376 unique values 0 missing
IAC	numeric	427 unique values 0 missing
TIC0	numeric	427 unique values 0 missing
ICR	numeric	340 unique values 0 missing
ATSC8m	numeric	494 unique values 0 missing
IDMT	numeric	431 unique values 0 missing
SM07_EA.bo.	numeric	365 unique values 0 missing
Psi_i_1	numeric	473 unique values 0 missing
ATS7m	numeric	442 unique values 0 missing
ATS1v	numeric	367 unique values 0 missing
Eta_betaS	numeric	165 unique values 0 missing
MWC02	numeric	162 unique values 0 missing
ZM1	numeric	162 unique values 0 missing
SpMax1_Bh.p.	numeric	167 unique values 0 missing
SpMax6_Bh.e.	numeric	284 unique values 0 missing
ATS6e	numeric	428 unique values 0 missing
ATS2p	numeric	381 unique values 0 missing
ATSC8p	numeric	494 unique values 0 missing
ZM2Mad	numeric	474 unique values 0 missing
SMTI	numeric	430 unique values 0 missing
ATS2m	numeric	391 unique values 0 missing
Chi0_AEA.bo.	numeric	388 unique values 0 missing
Chi0_AEA.dm.	numeric	388 unique values 0 missing
Chi0_AEA.ed.	numeric	388 unique values 0 missing
Chi0_AEA.ri.	numeric	388 unique values 0 missing
Chi0_EA	numeric	388 unique values 0 missing
Eig07_AEA.ed.	numeric	273 unique values 0 missing
SpMax7_Bh.i.	numeric	292 unique values 0 missing
Eta_F_A	numeric	356 unique values 0 missing
nCIC	numeric	11 unique values 0 missing
TIC5	numeric	416 unique values 0 missing
SpMax6_Bh.i.	numeric	274 unique values 0 missing
SpMaxA_EA	numeric	100 unique values 0 missing
TIC4	numeric	426 unique values 0 missing
SpMin2_Bh.e.	numeric	161 unique values 0 missing
X3v	numeric	491 unique values 0 missing
CATS2D_09_AA	numeric	12 unique values 0 missing
Eig15_AEA.dm.	numeric	289 unique values 0 missing
SpMax8_Bh.e.	numeric	282 unique values 0 missing
SpMax4_Bh.i.	numeric	215 unique values 0 missing
IDM	numeric	392 unique values 0 missing
X2v	numeric	485 unique values 0 missing
Eig07_EA	numeric	302 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

514

Number of instances (rows) of the dataset.

NumberOfFeatures

343

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

342

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

2.92

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

5.92

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

3711.5

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.83

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.31

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

AutoCorrelation

-0.26

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

2.03

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

Dimensionality

0.67

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.74

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

4.83

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

11067.21

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

0.26

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.28

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.67

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

87.36

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

0.01

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

407401.94

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

11.31

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

99.71

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

23.41

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-3.54

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.29

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

7.92

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.02

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.82

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

1525118.66

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.73

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

13.81

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

Show all 62 properties