Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031

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: CHEMBL2052031 (TID: 104573), and it has 94 rows and 431 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.

433 features

pXC50 (target)numeric61 unique values
0 missing
molecule_id (row identifier)nominal94 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
ATS3enumeric74 unique values
0 missing
CATS2D_06_LLnumeric18 unique values
0 missing
SIC0numeric58 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
ATS3inumeric77 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
P_VSA_i_3numeric73 unique values
0 missing
CATS2D_07_AAnumeric8 unique values
0 missing
BIC0numeric57 unique values
0 missing
CATS2D_07_ALnumeric16 unique values
0 missing
ATSC3mnumeric84 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
Eta_Lnumeric84 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
SpMin8_Bh.s.numeric44 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
ATSC1vnumeric83 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
nHnumeric28 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
SpMin2_Bh.m.numeric32 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
TIC4numeric76 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
TIC5numeric76 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
SpMin3_Bh.p.numeric41 unique values
0 missing
CATS2D_08_ALnumeric21 unique values
0 missing
IACnumeric80 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
TIC0numeric80 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
IC4numeric74 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
IC5numeric76 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
SpMin3_Bh.s.numeric44 unique values
0 missing
CATS2D_08_LLnumeric21 unique values
0 missing
ATSC3vnumeric84 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
ATS4enumeric77 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
ATSC2vnumeric82 unique values
0 missing
CATS2D_09_AAnumeric9 unique values
0 missing
P_VSA_LogP_7numeric41 unique values
0 missing
CATS2D_09_ALnumeric20 unique values
0 missing
ATSC8vnumeric84 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
ON1Vnumeric77 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
SssCH2numeric83 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
MATS6pnumeric67 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GGI10numeric60 unique values
0 missing
CATS2D_09_LLnumeric17 unique values
0 missing
ATS2inumeric76 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
NssCH2numeric12 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
TIC2numeric77 unique values
0 missing
CENTnumeric68 unique values
0 missing
TIC3numeric76 unique values
0 missing
Chi0_AEA.bo.numeric69 unique values
0 missing
X1MulPernumeric80 unique values
0 missing
Chi0_AEA.dm.numeric69 unique values
0 missing
ATSC7vnumeric84 unique values
0 missing
Chi0_AEA.ed.numeric69 unique values
0 missing
P_VSA_e_1numeric28 unique values
0 missing
Chi0_AEA.ri.numeric69 unique values
0 missing
P_VSA_m_1numeric28 unique values
0 missing
Chi0_EAnumeric69 unique values
0 missing
P_VSA_p_1numeric32 unique values
0 missing
Chi0_EA.bo.numeric71 unique values
0 missing
P_VSA_s_2numeric30 unique values
0 missing
Chi0_EA.dm.numeric73 unique values
0 missing
P_VSA_v_1numeric28 unique values
0 missing
Chi0_EA.ed.numeric70 unique values
0 missing
IDDEnumeric64 unique values
0 missing
Chi0_EA.ri.numeric82 unique values
0 missing
ATS8pnumeric78 unique values
0 missing
Chi1_AEA.bo.numeric68 unique values
0 missing
SpMax5_Bh.p.numeric58 unique values
0 missing
Chi1_AEA.dm.numeric68 unique values
0 missing
SpMax5_Bh.v.numeric62 unique values
0 missing
Chi1_AEA.ed.numeric68 unique values
0 missing
SpMin3_Bh.m.numeric36 unique values
0 missing
Chi1_AEA.ri.numeric68 unique values
0 missing
SpMin3_Bh.v.numeric40 unique values
0 missing
Chi1_EAnumeric68 unique values
0 missing
ATSC1pnumeric83 unique values
0 missing
Chi1_EA.bo.numeric72 unique values
0 missing
ATSC2mnumeric83 unique values
0 missing
Chi1_EA.dm.numeric74 unique values
0 missing
Eta_Cnumeric84 unique values
0 missing
Chi1_EA.ed.numeric70 unique values
0 missing
ATS7enumeric79 unique values
0 missing
Chi1_EA.ri.numeric83 unique values
0 missing
ATS8inumeric79 unique values
0 missing
CIC1numeric74 unique values
0 missing
SAtotnumeric83 unique values
0 missing
CIC2numeric75 unique values
0 missing
ATS7vnumeric77 unique values
0 missing
CIC3numeric75 unique values
0 missing
nCsp3numeric19 unique values
0 missing
CIC4numeric70 unique values
0 missing
ATSC8mnumeric84 unique values
0 missing
CIC5numeric72 unique values
0 missing
Eta_L_Anumeric49 unique values
0 missing
CIDnumeric63 unique values
0 missing
C.002numeric10 unique values
0 missing
Cl.089numeric3 unique values
0 missing
nCsnumeric11 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1enumeric78 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1inumeric71 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2enumeric73 unique values
0 missing
CSInumeric69 unique values
0 missing
ISIZnumeric43 unique values
0 missing
DBInumeric35 unique values
0 missing
nATnumeric43 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
nBTnumeric45 unique values
0 missing
D.Dtr06numeric70 unique values
0 missing
Senumeric83 unique values
0 missing
D.Dtr07numeric7 unique values
0 missing
X1Pernumeric80 unique values
0 missing
D.Dtr08numeric12 unique values
0 missing
ATS4snumeric77 unique values
0 missing
D.Dtr09numeric20 unique values
0 missing
ATSC8inumeric83 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
CATS2D_07_LLnumeric19 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
CIC0numeric76 unique values
0 missing
DECCnumeric66 unique values
0 missing
ATS7pnumeric80 unique values
0 missing
DELSnumeric84 unique values
0 missing
Sinumeric83 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ON0Vnumeric71 unique values
0 missing
DLS_01numeric3 unique values
0 missing
nROHnumeric4 unique values
0 missing
DLS_02numeric5 unique values
0 missing
Eta_F_Anumeric79 unique values
0 missing
DLS_03numeric4 unique values
0 missing
P_VSA_MR_3numeric7 unique values
0 missing
DLS_04numeric5 unique values
0 missing
Eig01_AEA.ed.numeric25 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Eig01_AEA.ri.numeric39 unique values
0 missing
DLS_06numeric5 unique values
0 missing
SpMax_AEA.ed.numeric25 unique values
0 missing
DLS_07numeric3 unique values
0 missing
SpMax_AEA.ri.numeric39 unique values
0 missing
DLS_consnumeric26 unique values
0 missing
ATS8enumeric81 unique values
0 missing
Dznumeric71 unique values
0 missing
SpMaxA_EA.bo.numeric42 unique values
0 missing
ECCnumeric64 unique values
0 missing
Eta_FL_Anumeric50 unique values
0 missing
Eig01_AEA.bo.numeric33 unique values
0 missing
MPC09numeric58 unique values
0 missing
Eig01_AEA.dm.numeric32 unique values
0 missing
MPC10numeric61 unique values
0 missing
Eig01_EAnumeric36 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
Eig01_EA.bo.numeric30 unique values
0 missing
Eta_C_Anumeric72 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
Eig13_AEA.dm.numeric59 unique values
0 missing
Eig01_EA.ed.numeric35 unique values
0 missing
SpDiam_AEA.ri.numeric65 unique values
0 missing
Eig01_EA.ri.numeric37 unique values
0 missing
PHInumeric80 unique values
0 missing
Eig02_AEA.bo.numeric39 unique values
0 missing
GATS2vnumeric70 unique values
0 missing
Eig02_AEA.dm.numeric39 unique values
0 missing
SsOHnumeric46 unique values
0 missing
Eig02_AEA.ed.numeric53 unique values
0 missing
C.numeric38 unique values
0 missing
Eig02_AEA.ri.numeric56 unique values
0 missing
Eig14_AEA.dm.numeric60 unique values
0 missing
Eig02_EAnumeric51 unique values
0 missing
MATS2snumeric68 unique values
0 missing
Eig02_EA.bo.numeric34 unique values
0 missing
AACnumeric74 unique values
0 missing
Eig02_EA.dm.numeric19 unique values
0 missing
AECCnumeric66 unique values
0 missing
Eig02_EA.ed.numeric57 unique values
0 missing
ALOGPnumeric83 unique values
0 missing
Eig02_EA.ri.numeric51 unique values
0 missing
ALOGP2numeric83 unique values
0 missing
Eig03_AEA.bo.numeric40 unique values
0 missing
AMRnumeric82 unique values
0 missing
Eig03_AEA.dm.numeric43 unique values
0 missing
AMWnumeric81 unique values
0 missing
Eig03_AEA.ed.numeric45 unique values
0 missing
ARRnumeric42 unique values
0 missing
Eig03_AEA.ri.numeric42 unique values
0 missing
ATS1mnumeric79 unique values
0 missing
Eig03_EAnumeric39 unique values
0 missing
ATS1pnumeric78 unique values
0 missing
Eig03_EA.bo.numeric38 unique values
0 missing
ATS1snumeric74 unique values
0 missing
Eig03_EA.dm.numeric19 unique values
0 missing
ATS1vnumeric80 unique values
0 missing
Eig03_EA.ed.numeric45 unique values
0 missing
ATS2mnumeric78 unique values
0 missing
Eig03_EA.ri.numeric40 unique values
0 missing
ATS2pnumeric79 unique values
0 missing
Eig04_AEA.bo.numeric52 unique values
0 missing
ATS2snumeric83 unique values
0 missing
Eig04_AEA.dm.numeric46 unique values
0 missing
ATS2vnumeric79 unique values
0 missing
Eig04_AEA.ed.numeric39 unique values
0 missing
ATS3mnumeric80 unique values
0 missing
Eig04_AEA.ri.numeric63 unique values
0 missing
ATS3pnumeric80 unique values
0 missing
Eig04_EAnumeric60 unique values
0 missing
ATS3snumeric76 unique values
0 missing
Eig04_EA.bo.numeric47 unique values
0 missing
ATS3vnumeric81 unique values
0 missing
Eig04_EA.dm.numeric15 unique values
0 missing
ATS4inumeric77 unique values
0 missing
Eig04_EA.ed.numeric47 unique values
0 missing
ATS4mnumeric83 unique values
0 missing
Eig04_EA.ri.numeric58 unique values
0 missing
ATS4pnumeric73 unique values
0 missing
Eig05_AEA.bo.numeric62 unique values
0 missing
ATS4vnumeric74 unique values
0 missing
Eig05_AEA.dm.numeric54 unique values
0 missing
ATS5enumeric80 unique values
0 missing
Eig05_AEA.ed.numeric56 unique values
0 missing
ATS5inumeric78 unique values
0 missing
Eig05_AEA.ri.numeric70 unique values
0 missing
ATS5mnumeric78 unique values
0 missing
Eig05_EAnumeric60 unique values
0 missing
ATS5pnumeric79 unique values
0 missing
Eig05_EA.bo.numeric53 unique values
0 missing
ATS5snumeric78 unique values
0 missing
Eig05_EA.dm.numeric11 unique values
0 missing
ATS5vnumeric77 unique values
0 missing
Eig05_EA.ed.numeric59 unique values
0 missing
ATS6enumeric81 unique values
0 missing
Eig05_EA.ri.numeric70 unique values
0 missing
ATS6inumeric74 unique values
0 missing
Eig06_AEA.bo.numeric59 unique values
0 missing
ATS6mnumeric78 unique values
0 missing
Eig06_AEA.dm.numeric59 unique values
0 missing
ATS6pnumeric78 unique values
0 missing
Eig06_AEA.ed.numeric54 unique values
0 missing
ATS6snumeric76 unique values
0 missing
Eig06_AEA.ri.numeric61 unique values
0 missing
ATS6vnumeric79 unique values
0 missing
Eig06_EAnumeric56 unique values
0 missing
ATS7inumeric79 unique values
0 missing
Eig06_EA.bo.numeric53 unique values
0 missing
ATS7mnumeric79 unique values
0 missing
Eig06_EA.dm.numeric14 unique values
0 missing
ATS7snumeric78 unique values
0 missing
Eig06_EA.ed.numeric54 unique values
0 missing
ATS8mnumeric81 unique values
0 missing
Eig06_EA.ri.numeric61 unique values
0 missing
ATS8snumeric78 unique values
0 missing
Eig07_AEA.bo.numeric33 unique values
0 missing
ATS8vnumeric82 unique values
0 missing
Eig07_AEA.dm.numeric58 unique values
0 missing
ATSC1enumeric70 unique values
0 missing
Eig07_AEA.ed.numeric53 unique values
0 missing
ATSC1inumeric80 unique values
0 missing
Eig07_AEA.ri.numeric48 unique values
0 missing
ATSC1mnumeric83 unique values
0 missing
Eig07_EAnumeric51 unique values
0 missing
ATSC1snumeric84 unique values
0 missing
Eig07_EA.bo.numeric55 unique values
0 missing
ATSC2enumeric76 unique values
0 missing
Eig07_EA.dm.numeric15 unique values
0 missing
ATSC2inumeric79 unique values
0 missing
Eig07_EA.ed.numeric58 unique values
0 missing
ATSC2pnumeric83 unique values
0 missing
Eig07_EA.ri.numeric47 unique values
0 missing
ATSC2snumeric84 unique values
0 missing
Eig08_AEA.bo.numeric62 unique values
0 missing
ATSC3enumeric84 unique values
0 missing
Eig08_AEA.dm.numeric62 unique values
0 missing
ATSC3inumeric82 unique values
0 missing
Eig08_AEA.ed.numeric53 unique values
0 missing
ATSC3pnumeric81 unique values
0 missing
Eig08_AEA.ri.numeric54 unique values
0 missing
ATSC3snumeric84 unique values
0 missing
Eig08_EAnumeric54 unique values
0 missing
ATSC4enumeric82 unique values
0 missing
Eig08_EA.bo.numeric55 unique values
0 missing
ATSC4inumeric82 unique values
0 missing
Eig08_EA.dm.numeric16 unique values
0 missing
ATSC4mnumeric84 unique values
0 missing
Eig08_EA.ed.numeric63 unique values
0 missing
ATSC4pnumeric83 unique values
0 missing
Eig08_EA.ri.numeric57 unique values
0 missing
ATSC4snumeric84 unique values
0 missing
Eig09_AEA.bo.numeric55 unique values
0 missing
ATSC4vnumeric83 unique values
0 missing
Eig09_AEA.dm.numeric52 unique values
0 missing
ATSC5enumeric81 unique values
0 missing
Eig09_AEA.ed.numeric59 unique values
0 missing
ATSC5inumeric84 unique values
0 missing
Eig09_AEA.ri.numeric69 unique values
0 missing
ATSC5mnumeric84 unique values
0 missing
Eig09_EAnumeric53 unique values
0 missing
ATSC5pnumeric83 unique values
0 missing
Eig09_EA.bo.numeric55 unique values
0 missing
ATSC5snumeric84 unique values
0 missing
Eig09_EA.dm.numeric17 unique values
0 missing
ATSC5vnumeric84 unique values
0 missing
Eig09_EA.ed.numeric61 unique values
0 missing
ATSC6enumeric81 unique values
0 missing
Eig09_EA.ri.numeric68 unique values
0 missing
ATSC6inumeric80 unique values
0 missing
Eig10_AEA.bo.numeric49 unique values
0 missing
ATSC6mnumeric84 unique values
0 missing
Eig10_AEA.dm.numeric50 unique values
0 missing
ATSC6pnumeric83 unique values
0 missing
Eig10_AEA.ed.numeric54 unique values
0 missing
ATSC6snumeric84 unique values
0 missing
Eig10_AEA.ri.numeric53 unique values
0 missing
ATSC6vnumeric83 unique values
0 missing
Eig10_EAnumeric48 unique values
0 missing
ATSC7enumeric82 unique values
0 missing
Eig10_EA.bo.numeric50 unique values
0 missing
ATSC7inumeric78 unique values
0 missing
Eig10_EA.dm.numeric11 unique values
0 missing
ATSC7mnumeric84 unique values
0 missing
Eig10_EA.ed.numeric56 unique values
0 missing
ATSC7pnumeric84 unique values
0 missing
Eig10_EA.ri.numeric59 unique values
0 missing
ATSC7snumeric84 unique values
0 missing
Eig11_AEA.bo.numeric57 unique values
0 missing
ATSC8enumeric81 unique values
0 missing
Eig11_AEA.dm.numeric47 unique values
0 missing
ATSC8pnumeric84 unique values
0 missing
Eig11_AEA.ed.numeric62 unique values
0 missing
ATSC8snumeric84 unique values
0 missing
Eig11_AEA.ri.numeric60 unique values
0 missing
BACnumeric34 unique values
0 missing
Eig11_EAnumeric51 unique values
0 missing
BBInumeric35 unique values
0 missing
Eig11_EA.bo.numeric46 unique values
0 missing
BIC1numeric60 unique values
0 missing
BIC2numeric61 unique values
0 missing
BIC3numeric51 unique values
0 missing
BIC4numeric54 unique values
0 missing
BIC5numeric48 unique values
0 missing
BIDnumeric38 unique values
0 missing
BLInumeric69 unique values
0 missing
BLTA96numeric70 unique values
0 missing
BLTD48numeric67 unique values
0 missing
BLTF96numeric67 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.001numeric6 unique values
0 missing
C.003numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric6 unique values
0 missing
C.006numeric5 unique values
0 missing
C.008numeric3 unique values
0 missing
C.011numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
C.013numeric3 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric4 unique values
0 missing
C.017numeric3 unique values
0 missing
C.024numeric13 unique values
0 missing
C.025numeric6 unique values
0 missing
C.026numeric7 unique values
0 missing
C.027numeric4 unique values
0 missing
C.028numeric2 unique values
0 missing
C.029numeric2 unique values
0 missing
C.030numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
C.038numeric4 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
CATS2D_02_ALnumeric11 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
CATS2D_02_LLnumeric21 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric8 unique values
0 missing
CATS2D_03_ALnumeric16 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
CATS2D_04_ALnumeric17 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_LLnumeric13 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric24 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric11 unique values
0 missing
CATS2D_06_ALnumeric17 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
94
Number of instances (rows) of the dataset.
NumberOfFeatures
433
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
432
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
9.7
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
1.4
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1899.76
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.21
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.66
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
0.92
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
8.45
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
40.66
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.93
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.22
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.31
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
3.45
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
4.61
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.62
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.8
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
12.93
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
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
94
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.16
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
4360.91
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
7.29
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
9.35
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.76
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052031
0 runs - estimation_procedure: 50 times Clustering
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