Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4851 (TID: 30048), and it has 80 rows and 650 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.

652 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal80 unique values
0 missing
Chi1_EA.bo.numeric80 unique values
0 missing
GNarnumeric65 unique values
0 missing
AACnumeric73 unique values
0 missing
Chi1_EA.dm.numeric79 unique values
0 missing
H.numeric59 unique values
0 missing
AECCnumeric80 unique values
0 missing
Chi1_EA.ed.numeric80 unique values
0 missing
H.046numeric9 unique values
0 missing
ALOGPnumeric80 unique values
0 missing
Chi1_EA.ri.numeric80 unique values
0 missing
H.047numeric24 unique values
0 missing
ALOGP2numeric80 unique values
0 missing
CIC0numeric77 unique values
0 missing
H.048numeric3 unique values
0 missing
AMRnumeric80 unique values
0 missing
CIC1numeric78 unique values
0 missing
H.049numeric5 unique values
0 missing
AMWnumeric76 unique values
0 missing
CIC2numeric75 unique values
0 missing
H.050numeric7 unique values
0 missing
ARRnumeric64 unique values
0 missing
CIC3numeric78 unique values
0 missing
H.051numeric5 unique values
0 missing
ATS1enumeric77 unique values
0 missing
CIC4numeric76 unique values
0 missing
H.052numeric11 unique values
0 missing
ATS1inumeric75 unique values
0 missing
CIC5numeric75 unique values
0 missing
H.053numeric5 unique values
0 missing
ATS1mnumeric75 unique values
0 missing
CIDnumeric76 unique values
0 missing
H.054numeric2 unique values
0 missing
ATS1pnumeric75 unique values
0 missing
Cl.089numeric3 unique values
0 missing
HDcpxnumeric61 unique values
0 missing
ATS1snumeric75 unique values
0 missing
CMC.50numeric2 unique values
0 missing
HNarnumeric61 unique values
0 missing
ATS1vnumeric74 unique values
0 missing
CMC.80numeric2 unique values
0 missing
HVcpxnumeric75 unique values
0 missing
ATS2enumeric73 unique values
0 missing
cRo5numeric2 unique values
0 missing
Hynumeric74 unique values
0 missing
ATS2inumeric77 unique values
0 missing
CSInumeric79 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS2mnumeric78 unique values
0 missing
DBInumeric35 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS2pnumeric76 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS2snumeric80 unique values
0 missing
D.Dtr05numeric57 unique values
0 missing
I.099numeric2 unique values
0 missing
ATS2vnumeric79 unique values
0 missing
D.Dtr06numeric80 unique values
0 missing
IACnumeric79 unique values
0 missing
ATS3enumeric79 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
IC0numeric73 unique values
0 missing
ATS3inumeric76 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
IC1numeric77 unique values
0 missing
ATS3mnumeric76 unique values
0 missing
D.Dtr09numeric39 unique values
0 missing
IC2numeric79 unique values
0 missing
ATS3pnumeric77 unique values
0 missing
D.Dtr10numeric32 unique values
0 missing
IC3numeric76 unique values
0 missing
ATS3snumeric74 unique values
0 missing
D.Dtr11numeric7 unique values
0 missing
IC4numeric77 unique values
0 missing
ATS3vnumeric77 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
IC5numeric76 unique values
0 missing
ATS4enumeric77 unique values
0 missing
DECCnumeric79 unique values
0 missing
ICRnumeric76 unique values
0 missing
ATS4inumeric80 unique values
0 missing
DELSnumeric80 unique values
0 missing
IDDEnumeric70 unique values
0 missing
ATS4mnumeric75 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
IDDMnumeric67 unique values
0 missing
ATS4pnumeric76 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDEnumeric79 unique values
0 missing
ATS4snumeric79 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IDETnumeric80 unique values
0 missing
ATS4vnumeric79 unique values
0 missing
DLS_02numeric5 unique values
0 missing
IDMnumeric78 unique values
0 missing
ATS5enumeric78 unique values
0 missing
DLS_03numeric3 unique values
0 missing
IDMTnumeric80 unique values
0 missing
ATS5inumeric78 unique values
0 missing
DLS_04numeric8 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS5mnumeric78 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS5pnumeric78 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATS5snumeric79 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS5vnumeric78 unique values
0 missing
DLS_consnumeric24 unique values
0 missing
ISIZnumeric38 unique values
0 missing
ATS6enumeric76 unique values
0 missing
Dznumeric61 unique values
0 missing
IVDEnumeric66 unique values
0 missing
ATS6inumeric77 unique values
0 missing
ECCnumeric79 unique values
0 missing
IVDMnumeric69 unique values
0 missing
ATS6mnumeric76 unique values
0 missing
Eig01_AEA.bo.numeric70 unique values
0 missing
JGI1numeric51 unique values
0 missing
ATS6pnumeric79 unique values
0 missing
Eig01_AEA.dm.numeric71 unique values
0 missing
JGI10numeric10 unique values
0 missing
ATS6snumeric77 unique values
0 missing
Eig01_AEA.ed.numeric72 unique values
0 missing
JGI2numeric35 unique values
0 missing
ATS6vnumeric77 unique values
0 missing
Eig01_AEA.ri.numeric72 unique values
0 missing
JGI3numeric35 unique values
0 missing
ATS7enumeric78 unique values
0 missing
Eig01_EAnumeric67 unique values
0 missing
JGI4numeric27 unique values
0 missing
ATS7inumeric77 unique values
0 missing
Eig01_EA.bo.numeric67 unique values
0 missing
JGI5numeric19 unique values
0 missing
ATS7mnumeric79 unique values
0 missing
Eig01_EA.dm.numeric33 unique values
0 missing
JGI6numeric17 unique values
0 missing
ATS7pnumeric79 unique values
0 missing
Eig01_EA.ed.numeric74 unique values
0 missing
JGI7numeric15 unique values
0 missing
ATS7snumeric78 unique values
0 missing
Eig01_EA.ri.numeric71 unique values
0 missing
JGI8numeric11 unique values
0 missing
ATS7vnumeric78 unique values
0 missing
Eig02_AEA.bo.numeric75 unique values
0 missing
JGI9numeric11 unique values
0 missing
ATS8enumeric77 unique values
0 missing
Eig02_AEA.dm.numeric78 unique values
0 missing
JGTnumeric64 unique values
0 missing
ATS8inumeric79 unique values
0 missing
Eig02_AEA.ed.numeric77 unique values
0 missing
LLS_01numeric6 unique values
0 missing
ATS8mnumeric79 unique values
0 missing
Eig02_AEA.ri.numeric76 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS8pnumeric79 unique values
0 missing
Eig02_EAnumeric74 unique values
0 missing
LOCnumeric76 unique values
0 missing
ATS8snumeric79 unique values
0 missing
Eig02_EA.bo.numeric74 unique values
0 missing
LPRSnumeric80 unique values
0 missing
ATS8vnumeric78 unique values
0 missing
Eig02_EA.dm.numeric25 unique values
0 missing
MATS1enumeric71 unique values
0 missing
ATSC1enumeric69 unique values
0 missing
Eig02_EA.ed.numeric79 unique values
0 missing
MATS1inumeric73 unique values
0 missing
ATSC1inumeric75 unique values
0 missing
Eig02_EA.ri.numeric74 unique values
0 missing
MATS1mnumeric61 unique values
0 missing
ATSC1mnumeric78 unique values
0 missing
Eig03_AEA.bo.numeric77 unique values
0 missing
MATS1pnumeric70 unique values
0 missing
ATSC1pnumeric79 unique values
0 missing
Eig03_AEA.dm.numeric78 unique values
0 missing
MATS1snumeric70 unique values
0 missing
ATSC1snumeric80 unique values
0 missing
Eig03_AEA.ed.numeric76 unique values
0 missing
MATS1vnumeric59 unique values
0 missing
ATSC1vnumeric79 unique values
0 missing
Eig03_AEA.ri.numeric76 unique values
0 missing
MATS2enumeric69 unique values
0 missing
ATSC2enumeric72 unique values
0 missing
Eig03_EAnumeric73 unique values
0 missing
MATS2inumeric73 unique values
0 missing
ATSC2inumeric77 unique values
0 missing
Eig03_EA.bo.numeric75 unique values
0 missing
MATS2mnumeric68 unique values
0 missing
ATSC2mnumeric79 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
MATS2pnumeric70 unique values
0 missing
ATSC2pnumeric79 unique values
0 missing
Eig03_EA.ed.numeric80 unique values
0 missing
MATS2snumeric66 unique values
0 missing
ATSC2snumeric80 unique values
0 missing
Eig03_EA.ri.numeric77 unique values
0 missing
MATS2vnumeric70 unique values
0 missing
ATSC2vnumeric80 unique values
0 missing
Eig04_AEA.bo.numeric75 unique values
0 missing
MATS3enumeric71 unique values
0 missing
ATSC3enumeric78 unique values
0 missing
Eig04_AEA.dm.numeric78 unique values
0 missing
MATS3inumeric71 unique values
0 missing
ATSC3inumeric78 unique values
0 missing
Eig04_AEA.ed.numeric78 unique values
0 missing
MATS3mnumeric68 unique values
0 missing
ATSC3mnumeric80 unique values
0 missing
Eig04_AEA.ri.numeric73 unique values
0 missing
MATS3pnumeric71 unique values
0 missing
ATSC3pnumeric80 unique values
0 missing
Eig04_EAnumeric78 unique values
0 missing
MATS3snumeric68 unique values
0 missing
ATSC3snumeric80 unique values
0 missing
Eig04_EA.bo.numeric77 unique values
0 missing
MATS3vnumeric72 unique values
0 missing
ATSC3vnumeric79 unique values
0 missing
Eig04_EA.dm.numeric16 unique values
0 missing
MATS4enumeric70 unique values
0 missing
ATSC4enumeric75 unique values
0 missing
Eig04_EA.ed.numeric77 unique values
0 missing
MATS4inumeric68 unique values
0 missing
ATSC4inumeric77 unique values
0 missing
Eig04_EA.ri.numeric74 unique values
0 missing
MATS4mnumeric69 unique values
0 missing
ATSC4mnumeric80 unique values
0 missing
Eig05_AEA.bo.numeric76 unique values
0 missing
MATS4pnumeric69 unique values
0 missing
ATSC4pnumeric80 unique values
0 missing
Eig05_AEA.dm.numeric78 unique values
0 missing
MATS4snumeric76 unique values
0 missing
ATSC4snumeric80 unique values
0 missing
Eig05_AEA.ed.numeric75 unique values
0 missing
MATS4vnumeric73 unique values
0 missing
ATSC4vnumeric80 unique values
0 missing
Eig05_AEA.ri.numeric78 unique values
0 missing
MATS5enumeric70 unique values
0 missing
ATSC5enumeric79 unique values
0 missing
Eig05_EAnumeric75 unique values
0 missing
MATS5inumeric67 unique values
0 missing
ATSC5inumeric79 unique values
0 missing
Eig05_EA.bo.numeric71 unique values
0 missing
MATS5mnumeric74 unique values
0 missing
ATSC5mnumeric80 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
MATS5pnumeric71 unique values
0 missing
ATSC5pnumeric80 unique values
0 missing
Eig05_EA.ed.numeric80 unique values
0 missing
MATS5snumeric70 unique values
0 missing
ATSC5snumeric80 unique values
0 missing
Eig05_EA.ri.numeric78 unique values
0 missing
MATS5vnumeric74 unique values
0 missing
ATSC5vnumeric80 unique values
0 missing
Eig06_AEA.bo.numeric74 unique values
0 missing
MATS6enumeric71 unique values
0 missing
ATSC6enumeric79 unique values
0 missing
Eig06_AEA.dm.numeric77 unique values
0 missing
MATS6inumeric68 unique values
0 missing
ATSC6inumeric78 unique values
0 missing
Eig06_AEA.ed.numeric76 unique values
0 missing
MATS6mnumeric72 unique values
0 missing
ATSC6mnumeric80 unique values
0 missing
Eig06_AEA.ri.numeric77 unique values
0 missing
MATS6pnumeric69 unique values
0 missing
ATSC6pnumeric79 unique values
0 missing
Eig06_EAnumeric75 unique values
0 missing
MATS6snumeric71 unique values
0 missing
ATSC6snumeric80 unique values
0 missing
Eig06_EA.bo.numeric74 unique values
0 missing
MATS6vnumeric65 unique values
0 missing
ATSC6vnumeric80 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
MATS7enumeric73 unique values
0 missing
ATSC7enumeric78 unique values
0 missing
Eig06_EA.ed.numeric79 unique values
0 missing
MATS7inumeric73 unique values
0 missing
ATSC7inumeric78 unique values
0 missing
Eig06_EA.ri.numeric78 unique values
0 missing
MATS7mnumeric72 unique values
0 missing
ATSC7mnumeric80 unique values
0 missing
Eig07_AEA.bo.numeric73 unique values
0 missing
MATS7pnumeric70 unique values
0 missing
ATSC7pnumeric79 unique values
0 missing
Eig07_AEA.dm.numeric77 unique values
0 missing
MATS7snumeric69 unique values
0 missing
ATSC7snumeric80 unique values
0 missing
Eig07_AEA.ed.numeric75 unique values
0 missing
MATS7vnumeric71 unique values
0 missing
ATSC7vnumeric80 unique values
0 missing
Eig07_AEA.ri.numeric76 unique values
0 missing
MATS8enumeric68 unique values
0 missing
ATSC8enumeric79 unique values
0 missing
Eig07_EAnumeric74 unique values
0 missing
MATS8inumeric72 unique values
0 missing
ATSC8inumeric77 unique values
0 missing
Eig07_EA.bo.numeric77 unique values
0 missing
MATS8mnumeric74 unique values
0 missing
ATSC8mnumeric80 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
MATS8pnumeric73 unique values
0 missing
ATSC8pnumeric80 unique values
0 missing
Eig07_EA.ed.numeric80 unique values
0 missing
MATS8snumeric68 unique values
0 missing
ATSC8snumeric80 unique values
0 missing
Eig07_EA.ri.numeric74 unique values
0 missing
MATS8vnumeric73 unique values
0 missing
ATSC8vnumeric80 unique values
0 missing
Eig08_AEA.bo.numeric73 unique values
0 missing
MAXDNnumeric79 unique values
0 missing
BACnumeric36 unique values
0 missing
Eig08_AEA.dm.numeric76 unique values
0 missing
MAXDPnumeric80 unique values
0 missing
BBInumeric36 unique values
0 missing
Eig08_AEA.ed.numeric77 unique values
0 missing
MCDnumeric68 unique values
0 missing
BIC0numeric52 unique values
0 missing
Eig08_AEA.ri.numeric77 unique values
0 missing
MDDDnumeric80 unique values
0 missing
BIC1numeric65 unique values
0 missing
Eig08_EAnumeric75 unique values
0 missing
Menumeric37 unique values
0 missing
BIC2numeric66 unique values
0 missing
Eig08_EA.bo.numeric76 unique values
0 missing
Minumeric38 unique values
0 missing
BIC3numeric61 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
MLOGPnumeric77 unique values
0 missing
BIC4numeric57 unique values
0 missing
Eig08_EA.ed.numeric77 unique values
0 missing
MLOGP2numeric79 unique values
0 missing
BIC5numeric57 unique values
0 missing
Eig08_EA.ri.numeric77 unique values
0 missing
Mpnumeric59 unique values
0 missing
BIDnumeric46 unique values
0 missing
Eig09_AEA.bo.numeric68 unique values
0 missing
MPC01numeric27 unique values
0 missing
BLInumeric64 unique values
0 missing
Eig09_AEA.dm.numeric78 unique values
0 missing
MPC02numeric36 unique values
0 missing
BLTA96numeric72 unique values
0 missing
Eig09_AEA.ed.numeric78 unique values
0 missing
MPC03numeric44 unique values
0 missing
BLTD48numeric67 unique values
0 missing
Eig09_AEA.ri.numeric72 unique values
0 missing
MPC04numeric51 unique values
0 missing
BLTF96numeric68 unique values
0 missing
Eig09_EAnumeric68 unique values
0 missing
MPC05numeric50 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.bo.numeric73 unique values
0 missing
MPC06numeric60 unique values
0 missing
C.numeric68 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MPC07numeric61 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_EA.ed.numeric73 unique values
0 missing
MPC08numeric65 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig09_EA.ri.numeric72 unique values
0 missing
MPC09numeric70 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_AEA.bo.numeric70 unique values
0 missing
MPC10numeric69 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_AEA.dm.numeric73 unique values
0 missing
MSDnumeric79 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_AEA.ed.numeric76 unique values
0 missing
Mvnumeric61 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_AEA.ri.numeric76 unique values
0 missing
MWnumeric79 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig10_EAnumeric67 unique values
0 missing
MWC01numeric27 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EA.bo.numeric72 unique values
0 missing
MWC02numeric48 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
MWC03numeric61 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_EA.ed.numeric74 unique values
0 missing
MWC04numeric72 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EA.ri.numeric71 unique values
0 missing
MWC05numeric78 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig11_AEA.bo.numeric70 unique values
0 missing
MWC06numeric77 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_AEA.dm.numeric68 unique values
0 missing
MWC07numeric77 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_AEA.ed.numeric71 unique values
0 missing
MWC08numeric75 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_AEA.ri.numeric71 unique values
0 missing
MWC09numeric76 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EAnumeric65 unique values
0 missing
MWC10numeric75 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_EA.bo.numeric71 unique values
0 missing
N.numeric53 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig11_EA.ed.numeric72 unique values
0 missing
N.066numeric2 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig11_EA.ri.numeric68 unique values
0 missing
N.067numeric2 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig12_AEA.bo.numeric72 unique values
0 missing
N.068numeric3 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig12_AEA.dm.numeric71 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig12_AEA.ed.numeric68 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig12_AEA.ri.numeric71 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig12_EAnumeric69 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_EA.bo.numeric71 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EA.ed.numeric69 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EA.ri.numeric72 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig13_AEA.bo.numeric71 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig13_AEA.dm.numeric74 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_AEA.ed.numeric65 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_AEA.ri.numeric73 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_EAnumeric67 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EA.bo.numeric68 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig13_EA.ed.numeric70 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EA.ri.numeric74 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_AEA.bo.numeric67 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric70 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric70 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric71 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig14_EAnumeric67 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EA.bo.numeric70 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig14_EA.ed.numeric70 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.ri.numeric69 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eig15_AEA.bo.numeric70 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric73 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_AEA.ed.numeric73 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig15_AEA.ri.numeric73 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
Eig15_EAnumeric68 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig15_EA.bo.numeric74 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.ed.numeric72 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig15_EA.ri.numeric76 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eta_alphanumeric77 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_alpha_Anumeric40 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_Bnumeric72 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_B_Anumeric22 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eta_betanumeric59 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_beta_Anumeric65 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_betaPnumeric30 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaP_Anumeric68 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_betaSnumeric45 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_betaS_Anumeric51 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
Eta_Cnumeric80 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_C_Anumeric74 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_epsinumeric78 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_epsi_Anumeric62 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
Eta_Fnumeric80 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_F_Anumeric64 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
Eta_FLnumeric78 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_FL_Anumeric57 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Eta_Lnumeric80 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_L_Anumeric57 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
Eta_sh_pnumeric63 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_sh_xnumeric22 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eta_sh_ynumeric65 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
F.081numeric2 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS1enumeric71 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1inumeric78 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS1mnumeric68 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS1pnumeric75 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1snumeric72 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
GATS1vnumeric71 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS2enumeric74 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS2inumeric69 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS2mnumeric73 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2pnumeric71 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS2snumeric76 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS2vnumeric72 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS3enumeric72 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS3inumeric67 unique values
0 missing
CATS2D_06_LLnumeric19 unique values
0 missing
GATS3mnumeric70 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS3pnumeric68 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS3snumeric68 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
GATS3vnumeric69 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS4enumeric78 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4inumeric74 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4mnumeric76 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS4pnumeric73 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
GATS4snumeric75 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4vnumeric71 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
GATS5enumeric77 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5inumeric71 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5mnumeric74 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
GATS5pnumeric79 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS5snumeric78 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS5vnumeric72 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS6enumeric74 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS6inumeric72 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6mnumeric74 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS6pnumeric74 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS6snumeric79 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS6vnumeric72 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS7enumeric76 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS7inumeric72 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7mnumeric78 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS7pnumeric73 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GATS7snumeric78 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS7vnumeric73 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GATS8enumeric79 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS8inumeric73 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8mnumeric76 unique values
0 missing
CENTnumeric79 unique values
0 missing
GATS8pnumeric74 unique values
0 missing
Chi0_AEA.bo.numeric80 unique values
0 missing
GATS8snumeric74 unique values
0 missing
Chi0_AEA.dm.numeric80 unique values
0 missing
GATS8vnumeric71 unique values
0 missing
Chi0_AEA.ed.numeric80 unique values
0 missing
GGI1numeric18 unique values
0 missing
Chi0_AEA.ri.numeric80 unique values
0 missing
GGI10numeric68 unique values
0 missing
Chi0_EAnumeric80 unique values
0 missing
GGI2numeric20 unique values
0 missing
Chi0_EA.bo.numeric80 unique values
0 missing
GGI3numeric69 unique values
0 missing
Chi0_EA.dm.numeric79 unique values
0 missing
GGI4numeric79 unique values
0 missing
Chi0_EA.ed.numeric80 unique values
0 missing
GGI5numeric75 unique values
0 missing
Chi0_EA.ri.numeric80 unique values
0 missing
GGI6numeric76 unique values
0 missing
Chi1_AEA.bo.numeric79 unique values
0 missing
GGI7numeric76 unique values
0 missing
Chi1_AEA.dm.numeric79 unique values
0 missing
GGI8numeric74 unique values
0 missing
Chi1_AEA.ed.numeric79 unique values
0 missing
GGI9numeric71 unique values
0 missing
Chi1_AEA.ri.numeric79 unique values
0 missing
GMTInumeric80 unique values
0 missing
Chi1_EAnumeric79 unique values
0 missing
GMTIVnumeric80 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
80
Number of instances (rows) of the dataset.
NumberOfFeatures
652
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
651
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.35
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
5.12
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
153.16
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.17
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.18
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.79
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
0.6
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
8.15
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.89
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.45
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
84.44
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.35
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
80
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.06
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
44206.33
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.86
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
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.8
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.94
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.94
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.26
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
23801.27
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.2
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.98
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4851
0 runs - estimation_procedure: 50 times Clustering
Define a new task