Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630

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: CHEMBL2630 (TID: 12336), and it has 17 rows and 432 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.

434 features

pXC50 (target)numeric5 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
BIDnumeric7 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
CENTnumeric13 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
Chi1_EA.ri.numeric16 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
CSInumeric11 unique values
0 missing
CIC0numeric15 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
CIC1numeric16 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
CIC2numeric16 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
CIC3numeric16 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
CIC4numeric15 unique values
0 missing
Eig13_AEA.ri.numeric12 unique values
0 missing
CIC5numeric16 unique values
0 missing
Eig13_EAnumeric10 unique values
0 missing
DBInumeric9 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
Eig13_EA.ri.numeric12 unique values
0 missing
D.Dtr05numeric6 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
DECCnumeric10 unique values
0 missing
Eig14_EA.bo.numeric15 unique values
0 missing
DELSnumeric17 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
DLS_02numeric3 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
DLS_03numeric3 unique values
0 missing
Eig15_AEA.dm.numeric11 unique values
0 missing
DLS_04numeric2 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
DLS_06numeric2 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
Dznumeric10 unique values
0 missing
GGI7numeric11 unique values
0 missing
ECCnumeric11 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
IC1numeric15 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
ICRnumeric11 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
IDMnumeric13 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
MPC01numeric5 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
MWC01numeric5 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
nBOnumeric5 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
ON1numeric13 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
piPC01numeric9 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
RDSQnumeric13 unique values
0 missing
Eig02_AEA.bo.numeric13 unique values
0 missing
SCBOnumeric9 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
SM07_AEA.dm.numeric10 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
SM08_AEA.dm.numeric13 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
SM09_AEA.dm.numeric12 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
SpMaxA_AEA.bo.numeric9 unique values
0 missing
Eig02_EA.bo.numeric8 unique values
0 missing
SpMaxA_EA.bo.numeric11 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
SRW02numeric5 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
TIC1numeric16 unique values
0 missing
Eig02_EA.ri.numeric8 unique values
0 missing
XMODnumeric17 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
Xtnumeric10 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
Eig03_AEA.ed.numeric9 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
Eig03_AEA.ri.numeric12 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
Eig03_EA.bo.numeric6 unique values
0 missing
MDDDnumeric13 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
SM06_AEA.dm.numeric13 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
SpMin1_Bh.p.numeric12 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
SpMin1_Bh.v.numeric11 unique values
0 missing
Eig04_AEA.bo.numeric10 unique values
0 missing
SpMaxA_AEA.ed.numeric9 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
X1Madnumeric17 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
Eig14_EA.ed.numeric13 unique values
0 missing
Eig04_EAnumeric8 unique values
0 missing
SM09_AEA.ri.numeric13 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
HVcpxnumeric12 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
Eig04_EA.ri.numeric7 unique values
0 missing
SM08_AEA.ri.numeric13 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
BIC1numeric16 unique values
0 missing
Eig05_AEA.ed.numeric7 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
SpMAD_EA.ri.numeric14 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
GMTInumeric13 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
SMTInumeric13 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
ZM2MulPernumeric17 unique values
0 missing
Eig06_AEA.ri.numeric16 unique values
0 missing
ZM2Vnumeric15 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
SM05_AEA.dm.numeric11 unique values
0 missing
Eig06_EA.ri.numeric15 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
Eig07_AEA.dm.numeric15 unique values
0 missing
CIDnumeric13 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
IVDMnumeric13 unique values
0 missing
Eig07_AEA.ri.numeric14 unique values
0 missing
RDCHInumeric13 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
S0Knumeric13 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
SNarnumeric11 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
X1numeric13 unique values
0 missing
Eig07_EA.ri.numeric16 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
IDDEnumeric12 unique values
0 missing
Eig08_EAnumeric13 unique values
0 missing
ZM1Pernumeric17 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
ZM2Pernumeric17 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
Psi_i_0numeric17 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
AACnumeric15 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig09_EA.ed.numeric12 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
ATS1enumeric15 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
ATS2enumeric16 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig10_EA.ri.numeric13 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
ATS3inumeric17 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
ATS4enumeric17 unique values
0 missing
Eig14_AEA.ed.numeric13 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Eig15_EA.ed.numeric10 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
ATS5enumeric17 unique values
0 missing
Eta_Bnumeric9 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
ATS6enumeric16 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
ATS6inumeric17 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
ATS6pnumeric15 unique values
0 missing
Eta_C_Anumeric17 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Eta_epsinumeric15 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eta_epsi_Anumeric14 unique values
0 missing
ATS7enumeric17 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
ATS7snumeric17 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eta_Lnumeric17 unique values
0 missing
ATS8enumeric16 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eta_sh_pnumeric14 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
F.081numeric2 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
F.082numeric2 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
F.083numeric2 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
GATS1enumeric13 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
GATS1inumeric15 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
ATSC2enumeric16 unique values
0 missing
GATS1snumeric14 unique values
0 missing
ATSC2inumeric17 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
GATS2enumeric17 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
GATS2inumeric17 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
GATS2mnumeric17 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
GATS2pnumeric17 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
GATS2snumeric17 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
GATS2vnumeric17 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
GATS3enumeric16 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
GATS3inumeric17 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
GATS3mnumeric16 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
GATS3pnumeric17 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
GATS3snumeric17 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
GATS4enumeric17 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
GATS4inumeric17 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
GATS4pnumeric16 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
GATS4snumeric17 unique values
0 missing
ATSC5inumeric16 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
ATSC6enumeric16 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
ATSC7enumeric16 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
BACnumeric8 unique values
0 missing
BBInumeric8 unique values
0 missing
BIC0numeric15 unique values
0 missing
BIC2numeric15 unique values
0 missing
BIC3numeric16 unique values
0 missing
BIC4numeric16 unique values
0 missing
BIC5numeric13 unique values
0 missing
BLInumeric17 unique values
0 missing
BLTA96numeric12 unique values
0 missing
BLTD48numeric12 unique values
0 missing
BLTF96numeric12 unique values
0 missing
C.numeric9 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric5 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric4 unique values
0 missing
C.006numeric3 unique values
0 missing
C.009numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.017numeric4 unique values
0 missing
C.024numeric4 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric2 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
434
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
433
Number of numeric attributes.
NumberOfSymbolicFeatures
1
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
25.53
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.45
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
0.21
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.12
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
20.92
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
0.23
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.21
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-6.22
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
29006.76
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.54
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
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.66
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.12
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.12
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.98
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
5725.32
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.57
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.68
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
0.91
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
1.81
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
133.64
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.53
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.55
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.1
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2630
0 runs - estimation_procedure: 50 times Clustering
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