Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4117

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4117

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: CHEMBL4117 (TID: 19624), and it has 52 rows and 820 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.

822 features

pXC50 (target)numeric47 unique values
0 missing
molecule_id (row identifier)nominal52 unique values
0 missing
D.Dtr10numeric15 unique values
0 missing
IDETnumeric46 unique values
0 missing
P_VSA_v_3numeric49 unique values
0 missing
MATS6snumeric47 unique values
0 missing
DECCnumeric43 unique values
0 missing
IDMnumeric45 unique values
0 missing
PW2numeric26 unique values
0 missing
MATS6enumeric49 unique values
0 missing
DELSnumeric51 unique values
0 missing
IDMTnumeric46 unique values
0 missing
PW3numeric31 unique values
0 missing
AACnumeric41 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
PW4numeric29 unique values
0 missing
AECCnumeric42 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
PW5numeric20 unique values
0 missing
ALOGPnumeric50 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Qindexnumeric16 unique values
0 missing
ALOGP2numeric50 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ISIZnumeric27 unique values
0 missing
Ramnumeric8 unique values
0 missing
AMRnumeric50 unique values
0 missing
DLS_03numeric3 unique values
0 missing
IVDEnumeric38 unique values
0 missing
RBFnumeric36 unique values
0 missing
AMWnumeric46 unique values
0 missing
DLS_04numeric5 unique values
0 missing
IVDMnumeric41 unique values
0 missing
RBNnumeric12 unique values
0 missing
ARRnumeric30 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI1numeric36 unique values
0 missing
Rbridnumeric2 unique values
0 missing
ATS1enumeric47 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI10numeric10 unique values
0 missing
RCInumeric7 unique values
0 missing
ATS1inumeric46 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI2numeric28 unique values
0 missing
RDCHInumeric46 unique values
0 missing
ATS1mnumeric45 unique values
0 missing
DLS_consnumeric16 unique values
0 missing
JGI3numeric23 unique values
0 missing
RDSQnumeric46 unique values
0 missing
ATS1pnumeric44 unique values
0 missing
Dznumeric33 unique values
0 missing
JGI4numeric20 unique values
0 missing
RFDnumeric6 unique values
0 missing
ATS1snumeric47 unique values
0 missing
ECCnumeric43 unique values
0 missing
JGI5numeric17 unique values
0 missing
Rperimnumeric10 unique values
0 missing
ATS1vnumeric47 unique values
0 missing
Eig01_AEA.bo.numeric35 unique values
0 missing
JGI6numeric11 unique values
0 missing
S0Knumeric42 unique values
0 missing
ATS2enumeric46 unique values
0 missing
Eig01_AEA.dm.numeric18 unique values
0 missing
JGI7numeric9 unique values
0 missing
S1Knumeric46 unique values
0 missing
ATS2inumeric49 unique values
0 missing
Eig01_AEA.ed.numeric23 unique values
0 missing
JGI8numeric8 unique values
0 missing
S2Knumeric49 unique values
0 missing
ATS2mnumeric48 unique values
0 missing
Eig01_AEA.ri.numeric30 unique values
0 missing
JGI9numeric10 unique values
0 missing
S3Knumeric49 unique values
0 missing
ATS2pnumeric49 unique values
0 missing
Eig01_EAnumeric32 unique values
0 missing
JGTnumeric43 unique values
0 missing
SaaaCnumeric10 unique values
0 missing
ATS2snumeric49 unique values
0 missing
Eig01_EA.bo.numeric32 unique values
0 missing
LLS_01numeric3 unique values
0 missing
SAaccnumeric16 unique values
0 missing
ATS2vnumeric49 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
LLS_02numeric4 unique values
0 missing
SaaCHnumeric51 unique values
0 missing
ATS3enumeric49 unique values
0 missing
Eig01_EA.ed.numeric29 unique values
0 missing
LOCnumeric40 unique values
0 missing
SaaNnumeric6 unique values
0 missing
ATS3inumeric50 unique values
0 missing
Eig01_EA.ri.numeric31 unique values
0 missing
LPRSnumeric46 unique values
0 missing
SaasCnumeric48 unique values
0 missing
ATS3mnumeric50 unique values
0 missing
Eig02_AEA.bo.numeric38 unique values
0 missing
MATS1enumeric38 unique values
0 missing
SAdonnumeric8 unique values
0 missing
ATS3pnumeric50 unique values
0 missing
Eig02_AEA.dm.numeric24 unique values
0 missing
MATS1inumeric44 unique values
0 missing
SAtotnumeric49 unique values
0 missing
ATS3snumeric50 unique values
0 missing
Eig02_AEA.ed.numeric36 unique values
0 missing
MATS1mnumeric38 unique values
0 missing
SCBOnumeric30 unique values
0 missing
ATS3vnumeric49 unique values
0 missing
Eig02_AEA.ri.numeric41 unique values
0 missing
MATS1pnumeric44 unique values
0 missing
SdOnumeric51 unique values
0 missing
ATS4enumeric49 unique values
0 missing
Eig02_EAnumeric39 unique values
0 missing
MATS1snumeric38 unique values
0 missing
SdsCHnumeric5 unique values
0 missing
ATS4inumeric48 unique values
0 missing
Eig02_EA.bo.numeric34 unique values
0 missing
MATS1vnumeric40 unique values
0 missing
SdssCnumeric51 unique values
0 missing
ATS4mnumeric49 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
MATS2enumeric40 unique values
0 missing
Senumeric46 unique values
0 missing
ATS4pnumeric50 unique values
0 missing
Eig02_EA.ed.numeric38 unique values
0 missing
MATS2inumeric44 unique values
0 missing
Sinumeric46 unique values
0 missing
ATS4snumeric47 unique values
0 missing
Eig02_EA.ri.numeric41 unique values
0 missing
MATS2mnumeric45 unique values
0 missing
SIC0numeric29 unique values
0 missing
ATS4vnumeric49 unique values
0 missing
Eig03_AEA.bo.numeric34 unique values
0 missing
MATS2pnumeric43 unique values
0 missing
SIC1numeric43 unique values
0 missing
ATS5enumeric47 unique values
0 missing
Eig03_AEA.dm.numeric39 unique values
0 missing
MATS2snumeric46 unique values
0 missing
SIC2numeric43 unique values
0 missing
ATS5inumeric47 unique values
0 missing
Eig03_AEA.ed.numeric38 unique values
0 missing
MATS2vnumeric46 unique values
0 missing
SIC3numeric37 unique values
0 missing
ATS5mnumeric51 unique values
0 missing
Eig03_AEA.ri.numeric42 unique values
0 missing
MATS3enumeric38 unique values
0 missing
SIC4numeric40 unique values
0 missing
ATS5pnumeric51 unique values
0 missing
Eig03_EAnumeric40 unique values
0 missing
MATS3inumeric47 unique values
0 missing
SIC5numeric38 unique values
0 missing
ATS5snumeric50 unique values
0 missing
Eig03_EA.bo.numeric41 unique values
0 missing
MATS3mnumeric42 unique values
0 missing
SM02_AEA.bo.numeric43 unique values
0 missing
ATS5vnumeric51 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
MATS3pnumeric42 unique values
0 missing
SM02_AEA.dm.numeric33 unique values
0 missing
ATS6enumeric48 unique values
0 missing
Eig03_EA.ed.numeric42 unique values
0 missing
MATS3snumeric43 unique values
0 missing
SM02_AEA.ed.numeric36 unique values
0 missing
ATS6inumeric50 unique values
0 missing
Eig03_EA.ri.numeric43 unique values
0 missing
MATS3vnumeric42 unique values
0 missing
SM02_AEA.ri.numeric38 unique values
0 missing
ATS6mnumeric50 unique values
0 missing
Eig04_AEA.bo.numeric44 unique values
0 missing
MATS4enumeric49 unique values
0 missing
SM02_EAnumeric27 unique values
0 missing
ATS6pnumeric51 unique values
0 missing
Eig04_AEA.dm.numeric37 unique values
0 missing
MATS4inumeric42 unique values
0 missing
SM02_EA.bo.numeric32 unique values
0 missing
ATS6snumeric48 unique values
0 missing
Eig04_AEA.ed.numeric42 unique values
0 missing
MATS4mnumeric42 unique values
0 missing
SM02_EA.dm.numeric23 unique values
0 missing
ATS6vnumeric49 unique values
0 missing
Eig04_AEA.ri.numeric45 unique values
0 missing
MATS4pnumeric44 unique values
0 missing
SM02_EA.ed.numeric37 unique values
0 missing
ATS7enumeric49 unique values
0 missing
Eig04_EAnumeric44 unique values
0 missing
MATS4snumeric47 unique values
0 missing
SM02_EA.ri.numeric45 unique values
0 missing
ATS7inumeric49 unique values
0 missing
Eig04_EA.bo.numeric43 unique values
0 missing
MATS4vnumeric44 unique values
0 missing
SM03_AEA.bo.numeric43 unique values
0 missing
ATS7mnumeric51 unique values
0 missing
Eig04_EA.dm.numeric16 unique values
0 missing
MATS5enumeric44 unique values
0 missing
SM03_AEA.dm.numeric34 unique values
0 missing
ATS7pnumeric51 unique values
0 missing
Eig04_EA.ed.numeric42 unique values
0 missing
MATS5inumeric49 unique values
0 missing
SM03_AEA.ed.numeric45 unique values
0 missing
ATS7snumeric51 unique values
0 missing
Eig04_EA.ri.numeric44 unique values
0 missing
MATS5mnumeric49 unique values
0 missing
SM03_AEA.ri.numeric40 unique values
0 missing
ATS7vnumeric47 unique values
0 missing
Eig05_AEA.bo.numeric42 unique values
0 missing
MATS5pnumeric48 unique values
0 missing
SM03_EAnumeric8 unique values
0 missing
ATS8enumeric51 unique values
0 missing
Eig05_AEA.dm.numeric39 unique values
0 missing
MATS5snumeric44 unique values
0 missing
SM03_EA.bo.numeric23 unique values
0 missing
ATS8inumeric51 unique values
0 missing
Eig05_AEA.ed.numeric42 unique values
0 missing
MATS5vnumeric49 unique values
0 missing
ATS8mnumeric51 unique values
0 missing
Eig05_AEA.ri.numeric43 unique values
0 missing
MATS6inumeric45 unique values
0 missing
ATS8pnumeric50 unique values
0 missing
Eig05_EAnumeric43 unique values
0 missing
MATS6mnumeric49 unique values
0 missing
ATS8snumeric51 unique values
0 missing
Eig05_EA.bo.numeric43 unique values
0 missing
MATS6pnumeric47 unique values
0 missing
ATS8vnumeric51 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
MATS6vnumeric46 unique values
0 missing
ATSC1enumeric35 unique values
0 missing
Eig05_EA.ed.numeric42 unique values
0 missing
MATS7enumeric47 unique values
0 missing
ATSC1inumeric47 unique values
0 missing
Eig05_EA.ri.numeric45 unique values
0 missing
MATS7inumeric44 unique values
0 missing
ATSC1mnumeric47 unique values
0 missing
Eig06_AEA.bo.numeric37 unique values
0 missing
MATS7mnumeric45 unique values
0 missing
ATSC1pnumeric46 unique values
0 missing
Eig06_AEA.dm.numeric46 unique values
0 missing
MATS7pnumeric42 unique values
0 missing
ATSC1snumeric50 unique values
0 missing
Eig06_AEA.ed.numeric38 unique values
0 missing
MATS7snumeric45 unique values
0 missing
ATSC1vnumeric48 unique values
0 missing
Eig06_AEA.ri.numeric40 unique values
0 missing
MATS7vnumeric45 unique values
0 missing
ATSC2enumeric46 unique values
0 missing
Eig06_EAnumeric38 unique values
0 missing
MATS8enumeric47 unique values
0 missing
ATSC2inumeric46 unique values
0 missing
Eig06_EA.bo.numeric39 unique values
0 missing
MATS8inumeric42 unique values
0 missing
ATSC2mnumeric50 unique values
0 missing
Eig06_EA.dm.numeric8 unique values
0 missing
MATS8mnumeric48 unique values
0 missing
ATSC2pnumeric50 unique values
0 missing
Eig06_EA.ed.numeric44 unique values
0 missing
MATS8pnumeric44 unique values
0 missing
ATSC2snumeric50 unique values
0 missing
Eig06_EA.ri.numeric41 unique values
0 missing
MATS8snumeric48 unique values
0 missing
ATSC2vnumeric50 unique values
0 missing
Eig07_AEA.bo.numeric34 unique values
0 missing
MATS8vnumeric39 unique values
0 missing
ATSC3enumeric46 unique values
0 missing
Eig07_AEA.dm.numeric44 unique values
0 missing
MAXDNnumeric48 unique values
0 missing
ATSC3inumeric50 unique values
0 missing
Eig07_AEA.ed.numeric41 unique values
0 missing
MAXDPnumeric48 unique values
0 missing
ATSC3mnumeric50 unique values
0 missing
Eig07_AEA.ri.numeric40 unique values
0 missing
MCDnumeric33 unique values
0 missing
ATSC3pnumeric50 unique values
0 missing
Eig07_EAnumeric35 unique values
0 missing
MDDDnumeric46 unique values
0 missing
ATSC3snumeric50 unique values
0 missing
Eig07_EA.bo.numeric34 unique values
0 missing
Menumeric23 unique values
0 missing
ATSC3vnumeric50 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
Minumeric26 unique values
0 missing
ATSC4enumeric46 unique values
0 missing
Eig07_EA.ed.numeric38 unique values
0 missing
MLOGPnumeric47 unique values
0 missing
ATSC4inumeric50 unique values
0 missing
Eig07_EA.ri.numeric40 unique values
0 missing
MLOGP2numeric47 unique values
0 missing
ATSC4mnumeric50 unique values
0 missing
Eig08_AEA.bo.numeric36 unique values
0 missing
Mpnumeric37 unique values
0 missing
ATSC4pnumeric50 unique values
0 missing
Eig08_AEA.dm.numeric39 unique values
0 missing
MPC01numeric22 unique values
0 missing
ATSC4snumeric51 unique values
0 missing
Eig08_AEA.ed.numeric37 unique values
0 missing
MPC02numeric27 unique values
0 missing
ATSC4vnumeric50 unique values
0 missing
Eig08_AEA.ri.numeric35 unique values
0 missing
MPC03numeric30 unique values
0 missing
ATSC5enumeric47 unique values
0 missing
Eig08_EAnumeric33 unique values
0 missing
MPC04numeric30 unique values
0 missing
ATSC5inumeric50 unique values
0 missing
Eig08_EA.bo.numeric34 unique values
0 missing
MPC05numeric32 unique values
0 missing
ATSC5mnumeric51 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MPC06numeric33 unique values
0 missing
ATSC5pnumeric50 unique values
0 missing
Eig08_EA.ed.numeric40 unique values
0 missing
MPC07numeric32 unique values
0 missing
ATSC5snumeric51 unique values
0 missing
Eig08_EA.ri.numeric35 unique values
0 missing
MPC08numeric34 unique values
0 missing
ATSC5vnumeric51 unique values
0 missing
Eig09_AEA.bo.numeric33 unique values
0 missing
MPC09numeric39 unique values
0 missing
ATSC6enumeric50 unique values
0 missing
Eig09_AEA.dm.numeric37 unique values
0 missing
MPC10numeric37 unique values
0 missing
ATSC6inumeric51 unique values
0 missing
Eig09_AEA.ed.numeric34 unique values
0 missing
MSDnumeric46 unique values
0 missing
ATSC6mnumeric51 unique values
0 missing
Eig09_AEA.ri.numeric38 unique values
0 missing
Mvnumeric40 unique values
0 missing
ATSC6pnumeric51 unique values
0 missing
Eig09_EAnumeric34 unique values
0 missing
MWnumeric46 unique values
0 missing
ATSC6snumeric51 unique values
0 missing
Eig09_EA.bo.numeric34 unique values
0 missing
MWC01numeric22 unique values
0 missing
ATSC6vnumeric51 unique values
0 missing
Eig09_EA.ed.numeric34 unique values
0 missing
MWC02numeric34 unique values
0 missing
ATSC7enumeric48 unique values
0 missing
Eig09_EA.ri.numeric39 unique values
0 missing
MWC03numeric37 unique values
0 missing
ATSC7inumeric50 unique values
0 missing
Eig10_AEA.bo.numeric36 unique values
0 missing
MWC04numeric41 unique values
0 missing
ATSC7mnumeric51 unique values
0 missing
Eig10_AEA.dm.numeric37 unique values
0 missing
MWC05numeric44 unique values
0 missing
ATSC7pnumeric51 unique values
0 missing
Eig10_AEA.ed.numeric39 unique values
0 missing
MWC06numeric43 unique values
0 missing
ATSC7snumeric51 unique values
0 missing
Eig10_AEA.ri.numeric41 unique values
0 missing
MWC07numeric43 unique values
0 missing
ATSC7vnumeric50 unique values
0 missing
Eig10_EAnumeric39 unique values
0 missing
MWC08numeric45 unique values
0 missing
ATSC8enumeric47 unique values
0 missing
Eig10_EA.bo.numeric35 unique values
0 missing
MWC09numeric45 unique values
0 missing
ATSC8inumeric48 unique values
0 missing
Eig10_EA.ed.numeric41 unique values
0 missing
MWC10numeric45 unique values
0 missing
ATSC8mnumeric51 unique values
0 missing
Eig10_EA.ri.numeric41 unique values
0 missing
N.numeric25 unique values
0 missing
ATSC8pnumeric51 unique values
0 missing
Eig11_AEA.bo.numeric35 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC8snumeric51 unique values
0 missing
Eig11_AEA.dm.numeric35 unique values
0 missing
N.068numeric3 unique values
0 missing
ATSC8vnumeric51 unique values
0 missing
Eig11_AEA.ed.numeric36 unique values
0 missing
N.070numeric2 unique values
0 missing
BACnumeric19 unique values
0 missing
Eig11_AEA.ri.numeric34 unique values
0 missing
N.072numeric2 unique values
0 missing
BBInumeric27 unique values
0 missing
Eig11_EAnumeric32 unique values
0 missing
N.075numeric2 unique values
0 missing
BIC0numeric35 unique values
0 missing
Eig11_EA.bo.numeric37 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
BIC1numeric41 unique values
0 missing
Eig11_EA.ed.numeric32 unique values
0 missing
NaaCHnumeric11 unique values
0 missing
BIC2numeric44 unique values
0 missing
Eig11_EA.ri.numeric35 unique values
0 missing
NaaNnumeric2 unique values
0 missing
BIC3numeric40 unique values
0 missing
Eig12_AEA.bo.numeric36 unique values
0 missing
NaasCnumeric6 unique values
0 missing
BIC4numeric37 unique values
0 missing
Eig12_AEA.dm.numeric37 unique values
0 missing
nABnumeric6 unique values
0 missing
BIC5numeric36 unique values
0 missing
Eig12_AEA.ed.numeric31 unique values
0 missing
nArNHOnumeric2 unique values
0 missing
BIDnumeric32 unique values
0 missing
Eig12_AEA.ri.numeric38 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
BLInumeric47 unique values
0 missing
Eig12_EAnumeric33 unique values
0 missing
nArORnumeric2 unique values
0 missing
BLTA96numeric43 unique values
0 missing
Eig12_EA.bo.numeric40 unique values
0 missing
nArXnumeric2 unique values
0 missing
BLTD48numeric41 unique values
0 missing
Eig12_EA.ed.numeric27 unique values
0 missing
nATnumeric27 unique values
0 missing
BLTF96numeric43 unique values
0 missing
Eig12_EA.ri.numeric38 unique values
0 missing
nBMnumeric8 unique values
0 missing
C.numeric36 unique values
0 missing
Eig13_AEA.bo.numeric37 unique values
0 missing
nBnznumeric4 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig13_AEA.dm.numeric36 unique values
0 missing
nBOnumeric22 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig13_AEA.ed.numeric32 unique values
0 missing
nBTnumeric27 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig13_AEA.ri.numeric39 unique values
0 missing
nCnumeric17 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig13_EAnumeric35 unique values
0 missing
nCarnumeric7 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig13_EA.bo.numeric44 unique values
0 missing
nCb.numeric6 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig13_EA.ed.numeric36 unique values
0 missing
nCbHnumeric12 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig13_EA.ri.numeric41 unique values
0 missing
nCconjnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig14_AEA.bo.numeric38 unique values
0 missing
nCICnumeric5 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_AEA.dm.numeric37 unique values
0 missing
nCIRnumeric6 unique values
0 missing
C.024numeric11 unique values
0 missing
Eig14_AEA.ed.numeric39 unique values
0 missing
nCLnumeric2 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig14_AEA.ri.numeric40 unique values
0 missing
nCpnumeric5 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig14_EAnumeric34 unique values
0 missing
nCrsnumeric4 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig14_EA.bo.numeric41 unique values
0 missing
nCrtnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig14_EA.ed.numeric39 unique values
0 missing
nCRX3numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig14_EA.ri.numeric40 unique values
0 missing
nCsnumeric8 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig15_AEA.bo.numeric37 unique values
0 missing
nCsp2numeric10 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric41 unique values
0 missing
nCsp3numeric12 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric40 unique values
0 missing
nCtnumeric4 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric35 unique values
0 missing
nDBnumeric3 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig15_EAnumeric31 unique values
0 missing
NdOnumeric3 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig15_EA.bo.numeric42 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
NdssCnumeric3 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_EA.ed.numeric35 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
Eig15_EA.ri.numeric38 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_alphanumeric34 unique values
0 missing
nFnumeric3 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_alpha_Anumeric20 unique values
0 missing
nHnumeric18 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
Eta_Bnumeric31 unique values
0 missing
nHAccnumeric6 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
nHDonnumeric4 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_betanumeric42 unique values
0 missing
nHetnumeric7 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_beta_Anumeric40 unique values
0 missing
nHMnumeric2 unique values
0 missing
CATS2D_02_LLnumeric21 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
nNnumeric5 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_betaP_Anumeric33 unique values
0 missing
NNRSnumeric5 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_betaSnumeric35 unique values
0 missing
nOnumeric5 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eta_betaS_Anumeric34 unique values
0 missing
nOHsnumeric2 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eta_Cnumeric51 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_C_Anumeric48 unique values
0 missing
nR03numeric2 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_epsinumeric46 unique values
0 missing
nR05numeric2 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eta_epsi_Anumeric33 unique values
0 missing
nR06numeric5 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
Eta_Fnumeric50 unique values
0 missing
nR09numeric2 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_F_Anumeric47 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
Eta_FLnumeric44 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_FL_Anumeric41 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_Lnumeric50 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eta_L_Anumeric42 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
Eta_sh_pnumeric40 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
nRNH2numeric2 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
Eta_sh_ynumeric38 unique values
0 missing
nRNHOnumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
F.083numeric2 unique values
0 missing
nRNR2numeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
nROCONnumeric2 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS1enumeric42 unique values
0 missing
nROHnumeric3 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS1inumeric48 unique values
0 missing
NRSnumeric5 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
GATS1mnumeric47 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS1pnumeric46 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS1snumeric40 unique values
0 missing
NsFnumeric3 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS1vnumeric45 unique values
0 missing
nSKnumeric19 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
GATS2enumeric48 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS2inumeric49 unique values
0 missing
NsOHnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS2mnumeric44 unique values
0 missing
NssCH2numeric9 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS2pnumeric44 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS2snumeric41 unique values
0 missing
NssOnumeric2 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
GATS2vnumeric44 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS3enumeric46 unique values
0 missing
NsssNnumeric4 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS3inumeric44 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS3mnumeric44 unique values
0 missing
nXnumeric3 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS3pnumeric46 unique values
0 missing
O.numeric29 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS3snumeric41 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS3vnumeric43 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_06_DLnumeric11 unique values
0 missing
GATS4enumeric46 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GATS4inumeric45 unique values
0 missing
O.060numeric2 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
GATS4mnumeric46 unique values
0 missing
ON0numeric30 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS4pnumeric47 unique values
0 missing
ON0Vnumeric47 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS4snumeric48 unique values
0 missing
ON1numeric41 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GATS4vnumeric44 unique values
0 missing
ON1Vnumeric47 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS5enumeric48 unique values
0 missing
PCDnumeric45 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS5inumeric49 unique values
0 missing
PCRnumeric42 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS5mnumeric46 unique values
0 missing
PDInumeric38 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS5pnumeric47 unique values
0 missing
PHInumeric49 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS5snumeric48 unique values
0 missing
piIDnumeric45 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS5vnumeric45 unique values
0 missing
piPC01numeric30 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
GATS6enumeric50 unique values
0 missing
piPC02numeric32 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS6inumeric47 unique values
0 missing
piPC03numeric41 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
GATS6mnumeric50 unique values
0 missing
piPC04numeric46 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS6pnumeric49 unique values
0 missing
piPC05numeric46 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
GATS6snumeric50 unique values
0 missing
piPC06numeric48 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS6vnumeric44 unique values
0 missing
piPC07numeric47 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GATS7enumeric50 unique values
0 missing
piPC08numeric47 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
GATS7inumeric49 unique values
0 missing
piPC09numeric47 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS7mnumeric50 unique values
0 missing
piPC10numeric46 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS7pnumeric46 unique values
0 missing
PJI2numeric8 unique values
0 missing
CATS2D_08_DLnumeric10 unique values
0 missing
GATS7snumeric51 unique values
0 missing
Polnumeric25 unique values
0 missing
CATS2D_08_LLnumeric13 unique values
0 missing
GATS7vnumeric44 unique values
0 missing
Psi_e_0numeric50 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
GATS8enumeric51 unique values
0 missing
Psi_e_1numeric51 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
GATS8inumeric48 unique values
0 missing
Psi_e_Anumeric45 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GATS8mnumeric49 unique values
0 missing
Psi_i_0numeric50 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS8pnumeric46 unique values
0 missing
Psi_i_1numeric50 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GATS8snumeric50 unique values
0 missing
Psi_i_Anumeric45 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GATS8vnumeric48 unique values
0 missing
Psi_i_snumeric47 unique values
0 missing
CATS2D_09_DLnumeric9 unique values
0 missing
GGI1numeric11 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GGI10numeric35 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
GGI2numeric11 unique values
0 missing
P_VSA_e_1numeric19 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GGI3numeric20 unique values
0 missing
P_VSA_e_2numeric49 unique values
0 missing
CENTnumeric45 unique values
0 missing
GGI4numeric38 unique values
0 missing
P_VSA_e_3numeric10 unique values
0 missing
Chi0_AEA.bo.numeric44 unique values
0 missing
GGI5numeric39 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
Chi0_AEA.dm.numeric44 unique values
0 missing
GGI6numeric43 unique values
0 missing
P_VSA_e_5numeric7 unique values
0 missing
Chi0_AEA.ed.numeric44 unique values
0 missing
GGI7numeric45 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
Chi0_AEA.ri.numeric44 unique values
0 missing
GGI8numeric37 unique values
0 missing
P_VSA_i_2numeric49 unique values
0 missing
Chi0_EAnumeric44 unique values
0 missing
GGI9numeric40 unique values
0 missing
P_VSA_i_3numeric34 unique values
0 missing
Chi0_EA.bo.numeric47 unique values
0 missing
GMTInumeric46 unique values
0 missing
P_VSA_i_4numeric13 unique values
0 missing
Chi0_EA.dm.numeric39 unique values
0 missing
GMTIVnumeric49 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
Chi0_EA.ed.numeric45 unique values
0 missing
GNarnumeric39 unique values
0 missing
P_VSA_LogP_2numeric20 unique values
0 missing
Chi0_EA.ri.numeric48 unique values
0 missing
H.numeric41 unique values
0 missing
P_VSA_LogP_3numeric19 unique values
0 missing
Chi1_AEA.bo.numeric45 unique values
0 missing
H.046numeric12 unique values
0 missing
P_VSA_LogP_4numeric6 unique values
0 missing
Chi1_AEA.dm.numeric45 unique values
0 missing
H.047numeric19 unique values
0 missing
P_VSA_LogP_5numeric26 unique values
0 missing
Chi1_AEA.ed.numeric45 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_LogP_6numeric3 unique values
0 missing
Chi1_AEA.ri.numeric45 unique values
0 missing
H.050numeric4 unique values
0 missing
P_VSA_LogP_7numeric19 unique values
0 missing
Chi1_EAnumeric45 unique values
0 missing
H.051numeric4 unique values
0 missing
P_VSA_LogP_8numeric3 unique values
0 missing
Chi1_EA.bo.numeric47 unique values
0 missing
H.052numeric5 unique values
0 missing
P_VSA_m_1numeric19 unique values
0 missing
Chi1_EA.dm.numeric44 unique values
0 missing
H.053numeric2 unique values
0 missing
P_VSA_m_2numeric49 unique values
0 missing
Chi1_EA.ed.numeric44 unique values
0 missing
HDcpxnumeric39 unique values
0 missing
P_VSA_m_3numeric9 unique values
0 missing
Chi1_EA.ri.numeric48 unique values
0 missing
HNarnumeric38 unique values
0 missing
P_VSA_m_4numeric2 unique values
0 missing
CIC0numeric44 unique values
0 missing
HVcpxnumeric45 unique values
0 missing
P_VSA_MR_1numeric19 unique values
0 missing
CIC1numeric47 unique values
0 missing
Hynumeric40 unique values
0 missing
P_VSA_MR_2numeric14 unique values
0 missing
CIC2numeric46 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_MR_3numeric3 unique values
0 missing
CIC3numeric47 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_MR_5numeric31 unique values
0 missing
CIC4numeric42 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_MR_6numeric32 unique values
0 missing
CIC5numeric45 unique values
0 missing
IACnumeric44 unique values
0 missing
P_VSA_MR_7numeric4 unique values
0 missing
CIDnumeric43 unique values
0 missing
IC0numeric41 unique values
0 missing
P_VSA_p_1numeric22 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC1numeric46 unique values
0 missing
P_VSA_p_2numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC2numeric48 unique values
0 missing
P_VSA_p_3numeric49 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC3numeric47 unique values
0 missing
P_VSA_s_2numeric20 unique values
0 missing
CSInumeric46 unique values
0 missing
IC4numeric45 unique values
0 missing
P_VSA_s_3numeric48 unique values
0 missing
DBInumeric26 unique values
0 missing
IC5numeric45 unique values
0 missing
P_VSA_s_4numeric25 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
ICRnumeric38 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
IDDEnumeric44 unique values
0 missing
P_VSA_s_6numeric13 unique values
0 missing
D.Dtr06numeric46 unique values
0 missing
IDDMnumeric40 unique values
0 missing
P_VSA_v_1numeric19 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
IDEnumeric46 unique values
0 missing
P_VSA_v_2numeric16 unique values
0 missing

62 properties

52
Number of instances (rows) of the dataset.
822
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
821
Number of numeric attributes.
1
Number of nominal attributes.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.38
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
2.52
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
85.34
Mean of means among attributes of the numeric type.
-0.18
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0.18
First quartile of standard deviation of attributes of the numeric type.
0.2
Average class difference between consecutive instances.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
Entropy of the target attribute values.
Average number of distinct values among the attributes of the nominal type.
0.12
Second quartile (Median) of kurtosis among attributes of the numeric type.
15.81
Number of attributes divided by the number of instances.
0.65
Mean skewness among attributes of the numeric type.
1.81
Second quartile (Median) of means among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
50.84
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
Minimal entropy among attributes.
0.45
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
-2.06
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
52
Maximum kurtosis among attributes of the numeric type.
-3.75
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
27263.08
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
1.72
Third quartile of kurtosis among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
99.88
Percentage of numeric attributes.
5.64
Third quartile of means among attributes of the numeric type.
The maximum number of distinct values among attributes of the nominal type.
-7.21
Minimum skewness among attributes of the numeric type.
0.12
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
7.21
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
1.24
Third quartile of skewness among attributes of the numeric type.
16955.38
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
-0.57
First quartile of kurtosis among attributes of the numeric type.
1.24
Third quartile of standard deviation of attributes of the numeric type.

12 tasks

2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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