Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425

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: CHEMBL4425 (TID: 10583), and it has 44 rows and 729 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.

731 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal44 unique values
0 missing
Chi1_AEA.ed.numeric35 unique values
0 missing
H.052numeric7 unique values
0 missing
ATSC8pnumeric42 unique values
0 missing
Chi1_AEA.ri.numeric35 unique values
0 missing
H.053numeric2 unique values
0 missing
SpMAD_AEA.dm.numeric35 unique values
0 missing
Chi1_EAnumeric35 unique values
0 missing
HDcpxnumeric30 unique values
0 missing
ATSC7pnumeric43 unique values
0 missing
Chi1_EA.bo.numeric39 unique values
0 missing
HNarnumeric28 unique values
0 missing
ATSC8mnumeric43 unique values
0 missing
Chi1_EA.dm.numeric39 unique values
0 missing
HVcpxnumeric39 unique values
0 missing
ATSC8vnumeric43 unique values
0 missing
Chi1_EA.ed.numeric38 unique values
0 missing
Hynumeric34 unique values
0 missing
JGI3numeric24 unique values
0 missing
Chi1_EA.ri.numeric43 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
MATS3enumeric42 unique values
0 missing
CIC0numeric38 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC4numeric33 unique values
0 missing
CIC2numeric40 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS8inumeric43 unique values
0 missing
CIC3numeric37 unique values
0 missing
IACnumeric39 unique values
0 missing
IC1numeric42 unique values
0 missing
CIC5numeric33 unique values
0 missing
IC0numeric35 unique values
0 missing
ATS8enumeric43 unique values
0 missing
CIDnumeric33 unique values
0 missing
IC2numeric40 unique values
0 missing
CIC1numeric42 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IC3numeric39 unique values
0 missing
ATS4inumeric43 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC4numeric33 unique values
0 missing
C.024numeric10 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC5numeric33 unique values
0 missing
NaaCHnumeric11 unique values
0 missing
CSInumeric37 unique values
0 missing
ICRnumeric35 unique values
0 missing
P_VSA_e_2numeric41 unique values
0 missing
DBInumeric18 unique values
0 missing
IDDEnumeric34 unique values
0 missing
P_VSA_i_2numeric41 unique values
0 missing
D.Dtr05numeric34 unique values
0 missing
IDDMnumeric31 unique values
0 missing
P_VSA_LogP_3numeric17 unique values
0 missing
D.Dtr06numeric39 unique values
0 missing
IDEnumeric38 unique values
0 missing
P_VSA_MR_6numeric38 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
IDETnumeric39 unique values
0 missing
P_VSA_p_3numeric41 unique values
0 missing
D.Dtr09numeric34 unique values
0 missing
IDMnumeric38 unique values
0 missing
P_VSA_s_4numeric35 unique values
0 missing
D.Dtr10numeric26 unique values
0 missing
IDMTnumeric39 unique values
0 missing
P_VSA_v_3numeric41 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
RBFnumeric29 unique values
0 missing
DECCnumeric36 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SaaCHnumeric41 unique values
0 missing
DELSnumeric44 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SsOHnumeric15 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
MATS3snumeric40 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ISIZnumeric22 unique values
0 missing
SpMAD_EA.bo.numeric36 unique values
0 missing
DLS_01numeric2 unique values
0 missing
IVDEnumeric28 unique values
0 missing
ATSC5enumeric43 unique values
0 missing
DLS_02numeric4 unique values
0 missing
IVDMnumeric31 unique values
0 missing
MAXDPnumeric43 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI1numeric28 unique values
0 missing
Eta_sh_ynumeric38 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI10numeric10 unique values
0 missing
GATS3inumeric41 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI2numeric21 unique values
0 missing
GATS1vnumeric39 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI4numeric17 unique values
0 missing
SpMAD_AEA.ed.numeric35 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI5numeric19 unique values
0 missing
SpMAD_EA.ed.numeric39 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
JGI6numeric13 unique values
0 missing
SpMin6_Bh.v.numeric34 unique values
0 missing
Dznumeric32 unique values
0 missing
JGI7numeric13 unique values
0 missing
piPC09numeric40 unique values
0 missing
ECCnumeric36 unique values
0 missing
JGI8numeric10 unique values
0 missing
piPC10numeric39 unique values
0 missing
Eig01_AEA.bo.numeric25 unique values
0 missing
JGI9numeric8 unique values
0 missing
AACnumeric35 unique values
0 missing
Eig01_AEA.dm.numeric35 unique values
0 missing
JGTnumeric35 unique values
0 missing
AECCnumeric36 unique values
0 missing
Eig01_AEA.ed.numeric26 unique values
0 missing
LLS_01numeric5 unique values
0 missing
ALOGPnumeric43 unique values
0 missing
Eig01_AEA.ri.numeric30 unique values
0 missing
LLS_02numeric4 unique values
0 missing
ALOGP2numeric43 unique values
0 missing
Eig01_EAnumeric29 unique values
0 missing
LOCnumeric32 unique values
0 missing
AMRnumeric43 unique values
0 missing
Eig01_EA.bo.numeric25 unique values
0 missing
LPRSnumeric39 unique values
0 missing
AMWnumeric39 unique values
0 missing
Eig01_EA.dm.numeric19 unique values
0 missing
MATS1enumeric33 unique values
0 missing
ARRnumeric29 unique values
0 missing
Eig01_EA.ed.numeric29 unique values
0 missing
MATS1inumeric40 unique values
0 missing
ATS1enumeric39 unique values
0 missing
Eig01_EA.ri.numeric31 unique values
0 missing
MATS1mnumeric32 unique values
0 missing
ATS1inumeric39 unique values
0 missing
Eig02_AEA.bo.numeric37 unique values
0 missing
MATS1pnumeric37 unique values
0 missing
ATS1mnumeric35 unique values
0 missing
Eig02_AEA.dm.numeric37 unique values
0 missing
MATS1snumeric39 unique values
0 missing
ATS1pnumeric38 unique values
0 missing
Eig02_AEA.ed.numeric34 unique values
0 missing
MATS1vnumeric31 unique values
0 missing
ATS1snumeric43 unique values
0 missing
Eig02_AEA.ri.numeric41 unique values
0 missing
MATS2enumeric40 unique values
0 missing
ATS1vnumeric41 unique values
0 missing
Eig02_EAnumeric36 unique values
0 missing
MATS2inumeric40 unique values
0 missing
ATS2enumeric39 unique values
0 missing
Eig02_EA.bo.numeric37 unique values
0 missing
MATS2mnumeric41 unique values
0 missing
ATS2inumeric42 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
MATS2pnumeric41 unique values
0 missing
ATS2mnumeric42 unique values
0 missing
Eig02_EA.ed.numeric37 unique values
0 missing
MATS2snumeric40 unique values
0 missing
ATS2pnumeric41 unique values
0 missing
Eig02_EA.ri.numeric41 unique values
0 missing
MATS2vnumeric40 unique values
0 missing
ATS2snumeric40 unique values
0 missing
Eig03_AEA.bo.numeric36 unique values
0 missing
MATS3inumeric36 unique values
0 missing
ATS2vnumeric42 unique values
0 missing
Eig03_AEA.dm.numeric35 unique values
0 missing
MATS3mnumeric40 unique values
0 missing
ATS3enumeric40 unique values
0 missing
Eig03_AEA.ed.numeric27 unique values
0 missing
MATS3pnumeric40 unique values
0 missing
ATS3inumeric40 unique values
0 missing
Eig03_AEA.ri.numeric40 unique values
0 missing
MATS3vnumeric36 unique values
0 missing
ATS3mnumeric41 unique values
0 missing
Eig03_EAnumeric39 unique values
0 missing
MATS4enumeric43 unique values
0 missing
ATS3pnumeric41 unique values
0 missing
Eig03_EA.bo.numeric38 unique values
0 missing
MATS4inumeric38 unique values
0 missing
ATS3snumeric43 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
MATS4mnumeric42 unique values
0 missing
ATS3vnumeric42 unique values
0 missing
Eig03_EA.ed.numeric37 unique values
0 missing
MATS4pnumeric38 unique values
0 missing
ATS4enumeric43 unique values
0 missing
Eig03_EA.ri.numeric39 unique values
0 missing
MATS4snumeric43 unique values
0 missing
ATS4mnumeric39 unique values
0 missing
Eig04_AEA.bo.numeric38 unique values
0 missing
MATS4vnumeric42 unique values
0 missing
ATS4pnumeric41 unique values
0 missing
Eig04_AEA.dm.numeric35 unique values
0 missing
MATS5enumeric40 unique values
0 missing
ATS4snumeric41 unique values
0 missing
Eig04_AEA.ed.numeric37 unique values
0 missing
MATS5inumeric39 unique values
0 missing
ATS4vnumeric44 unique values
0 missing
Eig04_AEA.ri.numeric42 unique values
0 missing
MATS5mnumeric40 unique values
0 missing
ATS5enumeric42 unique values
0 missing
Eig04_EAnumeric39 unique values
0 missing
MATS5pnumeric41 unique values
0 missing
ATS5inumeric41 unique values
0 missing
Eig04_EA.bo.numeric38 unique values
0 missing
MATS5snumeric43 unique values
0 missing
ATS5mnumeric43 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
MATS5vnumeric42 unique values
0 missing
ATS5pnumeric44 unique values
0 missing
Eig04_EA.ed.numeric39 unique values
0 missing
MATS6enumeric41 unique values
0 missing
ATS5snumeric43 unique values
0 missing
Eig04_EA.ri.numeric41 unique values
0 missing
MATS6inumeric40 unique values
0 missing
ATS5vnumeric42 unique values
0 missing
Eig05_AEA.bo.numeric37 unique values
0 missing
MATS6mnumeric40 unique values
0 missing
ATS6enumeric44 unique values
0 missing
Eig05_AEA.dm.numeric39 unique values
0 missing
MATS6pnumeric40 unique values
0 missing
ATS6inumeric44 unique values
0 missing
Eig05_AEA.ed.numeric33 unique values
0 missing
MATS6snumeric40 unique values
0 missing
ATS6mnumeric41 unique values
0 missing
Eig05_AEA.ri.numeric36 unique values
0 missing
MATS6vnumeric41 unique values
0 missing
ATS6pnumeric44 unique values
0 missing
Eig05_EAnumeric36 unique values
0 missing
MATS7enumeric39 unique values
0 missing
ATS6snumeric43 unique values
0 missing
Eig05_EA.bo.numeric34 unique values
0 missing
MATS7inumeric41 unique values
0 missing
ATS6vnumeric40 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
MATS7mnumeric43 unique values
0 missing
ATS7enumeric43 unique values
0 missing
Eig05_EA.ed.numeric36 unique values
0 missing
MATS7pnumeric42 unique values
0 missing
ATS7inumeric42 unique values
0 missing
Eig05_EA.ri.numeric37 unique values
0 missing
MATS7snumeric42 unique values
0 missing
ATS7mnumeric41 unique values
0 missing
Eig06_AEA.bo.numeric35 unique values
0 missing
MATS7vnumeric42 unique values
0 missing
ATS7pnumeric37 unique values
0 missing
Eig06_AEA.dm.numeric35 unique values
0 missing
MATS8enumeric41 unique values
0 missing
ATS7snumeric43 unique values
0 missing
Eig06_AEA.ed.numeric32 unique values
0 missing
MATS8inumeric41 unique values
0 missing
ATS7vnumeric40 unique values
0 missing
Eig06_AEA.ri.numeric36 unique values
0 missing
MATS8mnumeric42 unique values
0 missing
ATS8mnumeric42 unique values
0 missing
Eig06_EAnumeric33 unique values
0 missing
MATS8pnumeric41 unique values
0 missing
ATS8pnumeric43 unique values
0 missing
Eig06_EA.bo.numeric36 unique values
0 missing
MATS8snumeric42 unique values
0 missing
ATS8snumeric41 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
MATS8vnumeric39 unique values
0 missing
ATS8vnumeric43 unique values
0 missing
Eig06_EA.ed.numeric36 unique values
0 missing
MAXDNnumeric43 unique values
0 missing
ATSC1enumeric34 unique values
0 missing
Eig06_EA.ri.numeric40 unique values
0 missing
MCDnumeric25 unique values
0 missing
ATSC1inumeric39 unique values
0 missing
Eig07_AEA.bo.numeric33 unique values
0 missing
MDDDnumeric39 unique values
0 missing
ATSC1mnumeric41 unique values
0 missing
Eig07_AEA.dm.numeric38 unique values
0 missing
Menumeric24 unique values
0 missing
ATSC1pnumeric41 unique values
0 missing
Eig07_AEA.ed.numeric36 unique values
0 missing
Minumeric27 unique values
0 missing
ATSC1snumeric43 unique values
0 missing
Eig07_AEA.ri.numeric37 unique values
0 missing
MLOGPnumeric40 unique values
0 missing
ATSC1vnumeric41 unique values
0 missing
Eig07_EAnumeric30 unique values
0 missing
MLOGP2numeric40 unique values
0 missing
ATSC2enumeric42 unique values
0 missing
Eig07_EA.bo.numeric32 unique values
0 missing
Mpnumeric32 unique values
0 missing
ATSC2inumeric43 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MPC01numeric15 unique values
0 missing
ATSC2mnumeric43 unique values
0 missing
Eig07_EA.ed.numeric36 unique values
0 missing
MPC02numeric17 unique values
0 missing
ATSC2pnumeric43 unique values
0 missing
Eig07_EA.ri.numeric39 unique values
0 missing
MPC03numeric21 unique values
0 missing
ATSC2snumeric43 unique values
0 missing
Eig08_AEA.bo.numeric36 unique values
0 missing
MPC04numeric22 unique values
0 missing
ATSC2vnumeric43 unique values
0 missing
Eig08_AEA.dm.numeric37 unique values
0 missing
MPC05numeric27 unique values
0 missing
ATSC3enumeric43 unique values
0 missing
Eig08_AEA.ed.numeric38 unique values
0 missing
MPC06numeric31 unique values
0 missing
ATSC3inumeric43 unique values
0 missing
Eig08_AEA.ri.numeric33 unique values
0 missing
MPC07numeric34 unique values
0 missing
ATSC3mnumeric43 unique values
0 missing
Eig08_EAnumeric32 unique values
0 missing
MPC08numeric34 unique values
0 missing
ATSC3pnumeric43 unique values
0 missing
Eig08_EA.bo.numeric35 unique values
0 missing
MPC09numeric35 unique values
0 missing
ATSC3snumeric44 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MPC10numeric37 unique values
0 missing
ATSC3vnumeric43 unique values
0 missing
Eig08_EA.ed.numeric38 unique values
0 missing
MSDnumeric39 unique values
0 missing
ATSC4enumeric42 unique values
0 missing
Eig08_EA.ri.numeric35 unique values
0 missing
Mvnumeric36 unique values
0 missing
ATSC4inumeric44 unique values
0 missing
Eig09_AEA.bo.numeric37 unique values
0 missing
MWnumeric40 unique values
0 missing
ATSC4mnumeric44 unique values
0 missing
Eig09_AEA.dm.numeric33 unique values
0 missing
MWC01numeric15 unique values
0 missing
ATSC4pnumeric44 unique values
0 missing
Eig09_AEA.ed.numeric36 unique values
0 missing
MWC02numeric21 unique values
0 missing
ATSC4snumeric44 unique values
0 missing
Eig09_AEA.ri.numeric36 unique values
0 missing
MWC03numeric28 unique values
0 missing
ATSC4vnumeric44 unique values
0 missing
Eig09_EAnumeric29 unique values
0 missing
MWC04numeric36 unique values
0 missing
ATSC5inumeric42 unique values
0 missing
Eig09_EA.bo.numeric36 unique values
0 missing
MWC05numeric36 unique values
0 missing
ATSC5mnumeric43 unique values
0 missing
Eig09_EA.ed.numeric36 unique values
0 missing
MWC06numeric36 unique values
0 missing
ATSC5pnumeric42 unique values
0 missing
Eig09_EA.ri.numeric40 unique values
0 missing
MWC07numeric39 unique values
0 missing
ATSC5snumeric44 unique values
0 missing
Eig10_AEA.bo.numeric33 unique values
0 missing
MWC08numeric36 unique values
0 missing
ATSC5vnumeric44 unique values
0 missing
Eig10_AEA.dm.numeric36 unique values
0 missing
MWC09numeric37 unique values
0 missing
ATSC6enumeric42 unique values
0 missing
Eig10_AEA.ed.numeric34 unique values
0 missing
MWC10numeric37 unique values
0 missing
ATSC6inumeric43 unique values
0 missing
Eig10_AEA.ri.numeric38 unique values
0 missing
N.numeric27 unique values
0 missing
ATSC6mnumeric44 unique values
0 missing
Eig10_EAnumeric33 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC6pnumeric43 unique values
0 missing
Eig10_EA.bo.numeric34 unique values
0 missing
N.068numeric3 unique values
0 missing
ATSC6snumeric44 unique values
0 missing
Eig10_EA.ed.numeric35 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC6vnumeric44 unique values
0 missing
Eig10_EA.ri.numeric38 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC7enumeric42 unique values
0 missing
Eig11_AEA.bo.numeric29 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC7inumeric42 unique values
0 missing
Eig11_AEA.dm.numeric35 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC7mnumeric43 unique values
0 missing
Eig11_AEA.ed.numeric36 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC7snumeric43 unique values
0 missing
Eig11_AEA.ri.numeric32 unique values
0 missing
N.075numeric6 unique values
0 missing
ATSC7vnumeric43 unique values
0 missing
Eig11_EAnumeric31 unique values
0 missing
NaaaCnumeric4 unique values
0 missing
ATSC8enumeric43 unique values
0 missing
Eig11_EA.bo.numeric31 unique values
0 missing
NaaNnumeric6 unique values
0 missing
ATSC8inumeric42 unique values
0 missing
Eig11_EA.ed.numeric30 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC8snumeric43 unique values
0 missing
Eig11_EA.ri.numeric31 unique values
0 missing
NaaSnumeric2 unique values
0 missing
BACnumeric20 unique values
0 missing
Eig12_AEA.bo.numeric35 unique values
0 missing
NaasCnumeric5 unique values
0 missing
BBInumeric17 unique values
0 missing
Eig12_AEA.dm.numeric33 unique values
0 missing
NaasNnumeric2 unique values
0 missing
BIC0numeric33 unique values
0 missing
Eig12_AEA.ed.numeric30 unique values
0 missing
nABnumeric11 unique values
0 missing
BIC1numeric39 unique values
0 missing
Eig12_AEA.ri.numeric33 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
BIC2numeric37 unique values
0 missing
Eig12_EAnumeric28 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
BIC3numeric35 unique values
0 missing
Eig12_EA.bo.numeric33 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
BIC4numeric27 unique values
0 missing
Eig12_EA.ed.numeric30 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
BIC5numeric28 unique values
0 missing
Eig12_EA.ri.numeric33 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
BIDnumeric24 unique values
0 missing
Eig13_AEA.bo.numeric33 unique values
0 missing
nArNR2numeric2 unique values
0 missing
BLInumeric38 unique values
0 missing
Eig13_AEA.dm.numeric30 unique values
0 missing
nArOHnumeric2 unique values
0 missing
BLTA96numeric38 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
nArORnumeric4 unique values
0 missing
BLTD48numeric40 unique values
0 missing
Eig13_AEA.ri.numeric34 unique values
0 missing
nArXnumeric3 unique values
0 missing
BLTF96numeric37 unique values
0 missing
Eig13_EAnumeric30 unique values
0 missing
nATnumeric22 unique values
0 missing
C.numeric28 unique values
0 missing
Eig13_EA.bo.numeric31 unique values
0 missing
nBMnumeric13 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig13_EA.ed.numeric32 unique values
0 missing
nBnznumeric3 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig13_EA.ri.numeric34 unique values
0 missing
nBOnumeric15 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig14_AEA.bo.numeric37 unique values
0 missing
nBTnumeric24 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig14_AEA.dm.numeric33 unique values
0 missing
nCnumeric11 unique values
0 missing
C.006numeric7 unique values
0 missing
Eig14_AEA.ed.numeric37 unique values
0 missing
nCarnumeric11 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig14_AEA.ri.numeric40 unique values
0 missing
nCb.numeric5 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig14_EAnumeric37 unique values
0 missing
nCbHnumeric7 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig14_EA.bo.numeric37 unique values
0 missing
nCconjnumeric4 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig14_EA.ed.numeric39 unique values
0 missing
nCICnumeric3 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_EA.ri.numeric38 unique values
0 missing
nCIRnumeric7 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig15_AEA.bo.numeric36 unique values
0 missing
nCLnumeric3 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig15_AEA.dm.numeric32 unique values
0 missing
nC..N.N2numeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig15_AEA.ed.numeric37 unique values
0 missing
nCONNnumeric2 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig15_AEA.ri.numeric40 unique values
0 missing
nCpnumeric5 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig15_EAnumeric38 unique values
0 missing
nCrsnumeric4 unique values
0 missing
C.028numeric5 unique values
0 missing
Eig15_EA.bo.numeric37 unique values
0 missing
nCrtnumeric3 unique values
0 missing
C.029numeric3 unique values
0 missing
Eig15_EA.ed.numeric37 unique values
0 missing
nCRX3numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig15_EA.ri.numeric38 unique values
0 missing
nCsnumeric7 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_alphanumeric36 unique values
0 missing
nCsp2numeric14 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_alpha_Anumeric27 unique values
0 missing
nCsp3numeric12 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_Bnumeric26 unique values
0 missing
nCtnumeric4 unique values
0 missing
C.035numeric2 unique values
0 missing
Eta_B_Anumeric21 unique values
0 missing
nDBnumeric5 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_betanumeric30 unique values
0 missing
NddssSnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_beta_Anumeric38 unique values
0 missing
NdOnumeric4 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_betaP_Anumeric33 unique values
0 missing
NdsNnumeric2 unique values
0 missing
C.043numeric4 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
NdssCnumeric5 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Cnumeric44 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_C_Anumeric40 unique values
0 missing
nFnumeric3 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_epsinumeric40 unique values
0 missing
nHnumeric18 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_epsi_Anumeric37 unique values
0 missing
nHAccnumeric9 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_Fnumeric44 unique values
0 missing
nHDonnumeric5 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_F_Anumeric39 unique values
0 missing
nHetnumeric7 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
Eta_FLnumeric43 unique values
0 missing
nHMnumeric3 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_FL_Anumeric35 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eta_Lnumeric43 unique values
0 missing
nNnumeric4 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
Eta_L_Anumeric32 unique values
0 missing
nN.C.N.numeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_sh_pnumeric35 unique values
0 missing
NNRSnumeric7 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_sh_xnumeric7 unique values
0 missing
nOnumeric5 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
F.083numeric2 unique values
0 missing
nOHpnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
F.084numeric2 unique values
0 missing
nOHsnumeric2 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
F.085numeric2 unique values
0 missing
nPyrazinesnumeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS1enumeric41 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
CATS2D_03_AAnumeric7 unique values
0 missing
GATS1inumeric39 unique values
0 missing
nPyridazinesnumeric2 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
GATS1mnumeric40 unique values
0 missing
nPyridinesnumeric3 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS1pnumeric41 unique values
0 missing
nPyrimidinesnumeric3 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS1snumeric38 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS2enumeric43 unique values
0 missing
nR05numeric4 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS2inumeric42 unique values
0 missing
nR06numeric4 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS2mnumeric43 unique values
0 missing
nR08numeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS2pnumeric42 unique values
0 missing
nR09numeric3 unique values
0 missing
CATS2D_04_AAnumeric8 unique values
0 missing
GATS2snumeric41 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS2vnumeric38 unique values
0 missing
nR12numeric2 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
GATS3enumeric42 unique values
0 missing
nRCOnumeric2 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS3mnumeric37 unique values
0 missing
nRCONHRnumeric3 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS3pnumeric40 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS3snumeric42 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS3vnumeric36 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
GATS4enumeric44 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS4inumeric38 unique values
0 missing
nRNR2numeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS4mnumeric41 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS4pnumeric40 unique values
0 missing
nRORnumeric3 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS4snumeric41 unique values
0 missing
NRSnumeric4 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
GATS4vnumeric40 unique values
0 missing
nRSRnumeric2 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS5enumeric41 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
GATS5inumeric43 unique values
0 missing
NsCH3numeric7 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS5mnumeric42 unique values
0 missing
NsClnumeric3 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS5pnumeric42 unique values
0 missing
NsFnumeric3 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS5snumeric42 unique values
0 missing
nSKnumeric15 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS5vnumeric41 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS6enumeric43 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GATS6inumeric42 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS6mnumeric43 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS6pnumeric39 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS6snumeric44 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS6vnumeric44 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
GATS7enumeric42 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GATS7inumeric41 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS7mnumeric38 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS7pnumeric41 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GATS7snumeric43 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS7vnumeric42 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS8enumeric42 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GATS8inumeric43 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GATS8mnumeric41 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS8pnumeric42 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8snumeric42 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GATS8vnumeric42 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI10numeric26 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GGI2numeric12 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI3numeric30 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI4numeric35 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
GGI5numeric37 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GGI6numeric37 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI7numeric38 unique values
0 missing
CENTnumeric39 unique values
0 missing
GGI8numeric36 unique values
0 missing
Chi0_AEA.bo.numeric36 unique values
0 missing
GGI9numeric36 unique values
0 missing
Chi0_AEA.dm.numeric36 unique values
0 missing
GMTInumeric39 unique values
0 missing
Chi0_AEA.ed.numeric36 unique values
0 missing
GMTIVnumeric43 unique values
0 missing
Chi0_AEA.ri.numeric36 unique values
0 missing
GNarnumeric28 unique values
0 missing
Chi0_EAnumeric36 unique values
0 missing
H.numeric34 unique values
0 missing
Chi0_EA.bo.numeric37 unique values
0 missing
H.046numeric7 unique values
0 missing
Chi0_EA.dm.numeric39 unique values
0 missing
H.047numeric20 unique values
0 missing
Chi0_EA.ed.numeric39 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.ri.numeric42 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi1_AEA.bo.numeric35 unique values
0 missing
H.050numeric5 unique values
0 missing
Chi1_AEA.dm.numeric35 unique values
0 missing
H.051numeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
44
Number of instances (rows) of the dataset.
NumberOfFeatures
731
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
730
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfNumericFeatures
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.7
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.52
Minimum skewness among 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.
MaxSkewnessOfNumericAtts
6.63
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.64
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.98
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
12262.65
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.29
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
3.66
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.19
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
83.4
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.51
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
0.07
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
16.61
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.3
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.
MeanSkewnessOfNumericAtts
0.78
Mean skewness among 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.
MeanStdDevOfNumericAtts
38.54
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.33
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.29
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.09
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
44
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.87
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
1.88
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
25836.95
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4425
0 runs - estimation_procedure: 50 times Clustering
Define a new task