Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214

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: CHEMBL1075214 (TID: 102910), and it has 44 rows and 622 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.

624 features

pXC50 (target)numeric43 unique values
0 missing
molecule_id (row identifier)nominal44 unique values
0 missing
Chi0_AEA.bo.numeric33 unique values
0 missing
GGI8numeric34 unique values
0 missing
AACnumeric31 unique values
0 missing
Chi0_AEA.dm.numeric33 unique values
0 missing
GGI9numeric35 unique values
0 missing
AECCnumeric36 unique values
0 missing
Chi0_AEA.ed.numeric33 unique values
0 missing
GMTInumeric37 unique values
0 missing
ALOGPnumeric35 unique values
0 missing
Chi0_AEA.ri.numeric33 unique values
0 missing
GMTIVnumeric42 unique values
0 missing
ALOGP2numeric35 unique values
0 missing
Chi0_EAnumeric33 unique values
0 missing
GNarnumeric26 unique values
0 missing
AMRnumeric35 unique values
0 missing
Chi0_EA.bo.numeric34 unique values
0 missing
H.numeric27 unique values
0 missing
AMWnumeric34 unique values
0 missing
Chi0_EA.dm.numeric30 unique values
0 missing
H.046numeric4 unique values
0 missing
ARRnumeric20 unique values
0 missing
Chi0_EA.ed.numeric37 unique values
0 missing
H.047numeric11 unique values
0 missing
ATS1enumeric34 unique values
0 missing
Chi0_EA.ri.numeric39 unique values
0 missing
H.048numeric3 unique values
0 missing
ATS1inumeric35 unique values
0 missing
Chi1_AEA.bo.numeric36 unique values
0 missing
H.049numeric3 unique values
0 missing
ATS1mnumeric34 unique values
0 missing
Chi1_AEA.dm.numeric36 unique values
0 missing
H.050numeric7 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
Chi1_AEA.ed.numeric36 unique values
0 missing
H.051numeric2 unique values
0 missing
ATS1snumeric33 unique values
0 missing
Chi1_AEA.ri.numeric36 unique values
0 missing
H.052numeric3 unique values
0 missing
ATS1vnumeric35 unique values
0 missing
Chi1_EAnumeric36 unique values
0 missing
HDcpxnumeric32 unique values
0 missing
ATS2enumeric35 unique values
0 missing
Chi1_EA.bo.numeric37 unique values
0 missing
HNarnumeric27 unique values
0 missing
ATS2inumeric32 unique values
0 missing
Chi1_EA.dm.numeric34 unique values
0 missing
HVcpxnumeric37 unique values
0 missing
ATS2mnumeric34 unique values
0 missing
Chi1_EA.ed.numeric37 unique values
0 missing
Hynumeric32 unique values
0 missing
ATS2pnumeric35 unique values
0 missing
Chi1_EA.ri.numeric42 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS2snumeric41 unique values
0 missing
CIC0numeric32 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS2vnumeric35 unique values
0 missing
CIC1numeric33 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS3enumeric35 unique values
0 missing
CIC2numeric40 unique values
0 missing
IACnumeric33 unique values
0 missing
ATS3inumeric34 unique values
0 missing
CIC3numeric39 unique values
0 missing
IC0numeric31 unique values
0 missing
ATS3mnumeric40 unique values
0 missing
CIC4numeric33 unique values
0 missing
IC1numeric32 unique values
0 missing
ATS3pnumeric40 unique values
0 missing
CIC5numeric34 unique values
0 missing
IC2numeric39 unique values
0 missing
ATS3snumeric43 unique values
0 missing
CIDnumeric28 unique values
0 missing
IC3numeric39 unique values
0 missing
ATS3vnumeric41 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IC4numeric37 unique values
0 missing
ATS4enumeric39 unique values
0 missing
Cl.090numeric2 unique values
0 missing
IC5numeric35 unique values
0 missing
ATS4inumeric40 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ICRnumeric34 unique values
0 missing
ATS4mnumeric42 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDDEnumeric34 unique values
0 missing
ATS4pnumeric41 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDDMnumeric35 unique values
0 missing
ATS4snumeric44 unique values
0 missing
CSInumeric36 unique values
0 missing
IDEnumeric37 unique values
0 missing
ATS4vnumeric41 unique values
0 missing
DBInumeric16 unique values
0 missing
IDETnumeric37 unique values
0 missing
ATS5enumeric41 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
IDMnumeric36 unique values
0 missing
ATS5inumeric44 unique values
0 missing
D.Dtr06numeric37 unique values
0 missing
IDMTnumeric37 unique values
0 missing
ATS5mnumeric44 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS5pnumeric42 unique values
0 missing
D.Dtr10numeric30 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS5snumeric44 unique values
0 missing
DECCnumeric36 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS5vnumeric43 unique values
0 missing
DELSnumeric44 unique values
0 missing
ISIZnumeric18 unique values
0 missing
ATS6enumeric42 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IVDEnumeric27 unique values
0 missing
ATS6inumeric42 unique values
0 missing
DLS_01numeric4 unique values
0 missing
IVDMnumeric26 unique values
0 missing
ATS6mnumeric43 unique values
0 missing
DLS_02numeric5 unique values
0 missing
JGI1numeric28 unique values
0 missing
ATS6pnumeric41 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI10numeric12 unique values
0 missing
ATS6snumeric44 unique values
0 missing
DLS_04numeric8 unique values
0 missing
JGI2numeric21 unique values
0 missing
ATS6vnumeric43 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI3numeric21 unique values
0 missing
ATS7enumeric42 unique values
0 missing
DLS_06numeric5 unique values
0 missing
JGI4numeric18 unique values
0 missing
ATS7inumeric42 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI5numeric14 unique values
0 missing
ATS7mnumeric43 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
JGI6numeric13 unique values
0 missing
ATS7pnumeric40 unique values
0 missing
Dznumeric30 unique values
0 missing
JGI7numeric10 unique values
0 missing
ATS7snumeric44 unique values
0 missing
ECCnumeric34 unique values
0 missing
JGI8numeric9 unique values
0 missing
ATS7vnumeric42 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
JGI9numeric10 unique values
0 missing
ATS8enumeric43 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
JGTnumeric34 unique values
0 missing
ATS8inumeric44 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ATS8mnumeric42 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS8pnumeric43 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
LOCnumeric26 unique values
0 missing
ATS8snumeric44 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
LPRSnumeric37 unique values
0 missing
ATS8vnumeric43 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
MATS1enumeric34 unique values
0 missing
ATSC1enumeric31 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
MATS1inumeric33 unique values
0 missing
ATSC1inumeric32 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
MATS1mnumeric30 unique values
0 missing
ATSC1mnumeric35 unique values
0 missing
Eig02_AEA.bo.numeric24 unique values
0 missing
MATS1pnumeric32 unique values
0 missing
ATSC1pnumeric35 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
MATS1snumeric35 unique values
0 missing
ATSC1snumeric41 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
MATS1vnumeric31 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
Eig02_AEA.ri.numeric21 unique values
0 missing
MATS2enumeric31 unique values
0 missing
ATSC2enumeric33 unique values
0 missing
Eig02_EAnumeric22 unique values
0 missing
MATS2inumeric33 unique values
0 missing
ATSC2inumeric35 unique values
0 missing
Eig02_EA.bo.numeric29 unique values
0 missing
MATS2mnumeric27 unique values
0 missing
ATSC2mnumeric35 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
MATS2pnumeric32 unique values
0 missing
ATSC2pnumeric35 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
MATS2snumeric36 unique values
0 missing
ATSC2snumeric43 unique values
0 missing
Eig02_EA.ri.numeric25 unique values
0 missing
MATS2vnumeric33 unique values
0 missing
ATSC2vnumeric35 unique values
0 missing
Eig03_AEA.bo.numeric33 unique values
0 missing
MATS3enumeric38 unique values
0 missing
ATSC3enumeric39 unique values
0 missing
Eig03_AEA.dm.numeric24 unique values
0 missing
MATS3inumeric35 unique values
0 missing
ATSC3inumeric34 unique values
0 missing
Eig03_AEA.ed.numeric29 unique values
0 missing
MATS3mnumeric38 unique values
0 missing
ATSC3mnumeric41 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
MATS3pnumeric37 unique values
0 missing
ATSC3pnumeric41 unique values
0 missing
Eig03_EAnumeric32 unique values
0 missing
MATS3snumeric38 unique values
0 missing
ATSC3snumeric44 unique values
0 missing
Eig03_EA.bo.numeric35 unique values
0 missing
MATS3vnumeric39 unique values
0 missing
ATSC3vnumeric41 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS4enumeric41 unique values
0 missing
ATSC4enumeric41 unique values
0 missing
Eig03_EA.ed.numeric32 unique values
0 missing
MATS4inumeric36 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
Eig03_EA.ri.numeric32 unique values
0 missing
MATS4mnumeric43 unique values
0 missing
ATSC4mnumeric44 unique values
0 missing
Eig04_AEA.bo.numeric36 unique values
0 missing
MATS4pnumeric37 unique values
0 missing
ATSC4pnumeric44 unique values
0 missing
Eig04_AEA.dm.numeric35 unique values
0 missing
MATS4snumeric42 unique values
0 missing
ATSC4snumeric44 unique values
0 missing
Eig04_AEA.ed.numeric32 unique values
0 missing
MATS4vnumeric36 unique values
0 missing
ATSC4vnumeric43 unique values
0 missing
Eig04_AEA.ri.numeric39 unique values
0 missing
MATS5enumeric42 unique values
0 missing
ATSC5enumeric43 unique values
0 missing
Eig04_EAnumeric36 unique values
0 missing
MATS5inumeric41 unique values
0 missing
ATSC5inumeric43 unique values
0 missing
Eig04_EA.bo.numeric37 unique values
0 missing
MATS5mnumeric42 unique values
0 missing
ATSC5mnumeric44 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
MATS5pnumeric38 unique values
0 missing
ATSC5pnumeric44 unique values
0 missing
Eig04_EA.ed.numeric36 unique values
0 missing
MATS5snumeric38 unique values
0 missing
ATSC5snumeric44 unique values
0 missing
Eig04_EA.ri.numeric41 unique values
0 missing
MATS5vnumeric36 unique values
0 missing
ATSC5vnumeric44 unique values
0 missing
Eig05_AEA.bo.numeric35 unique values
0 missing
MATS6enumeric40 unique values
0 missing
ATSC6enumeric43 unique values
0 missing
Eig05_AEA.dm.numeric41 unique values
0 missing
MATS6inumeric38 unique values
0 missing
ATSC6inumeric44 unique values
0 missing
Eig05_AEA.ed.numeric29 unique values
0 missing
MATS6mnumeric39 unique values
0 missing
ATSC6mnumeric44 unique values
0 missing
Eig05_AEA.ri.numeric42 unique values
0 missing
MATS6pnumeric41 unique values
0 missing
ATSC6pnumeric44 unique values
0 missing
Eig05_EAnumeric37 unique values
0 missing
MATS6snumeric42 unique values
0 missing
ATSC6snumeric44 unique values
0 missing
Eig05_EA.bo.numeric37 unique values
0 missing
MATS6vnumeric40 unique values
0 missing
ATSC6vnumeric44 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
MATS7enumeric41 unique values
0 missing
ATSC7enumeric44 unique values
0 missing
Eig05_EA.ed.numeric36 unique values
0 missing
MATS7inumeric41 unique values
0 missing
ATSC7inumeric43 unique values
0 missing
Eig05_EA.ri.numeric39 unique values
0 missing
MATS7mnumeric41 unique values
0 missing
ATSC7mnumeric44 unique values
0 missing
Eig06_AEA.bo.numeric32 unique values
0 missing
MATS7pnumeric40 unique values
0 missing
ATSC7pnumeric44 unique values
0 missing
Eig06_AEA.dm.numeric40 unique values
0 missing
MATS7snumeric40 unique values
0 missing
ATSC7snumeric44 unique values
0 missing
Eig06_AEA.ed.numeric35 unique values
0 missing
MATS7vnumeric42 unique values
0 missing
ATSC7vnumeric44 unique values
0 missing
Eig06_AEA.ri.numeric41 unique values
0 missing
MATS8enumeric44 unique values
0 missing
ATSC8enumeric44 unique values
0 missing
Eig06_EAnumeric36 unique values
0 missing
MATS8inumeric43 unique values
0 missing
ATSC8inumeric43 unique values
0 missing
Eig06_EA.bo.numeric34 unique values
0 missing
MATS8mnumeric43 unique values
0 missing
ATSC8mnumeric44 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
MATS8pnumeric42 unique values
0 missing
ATSC8pnumeric44 unique values
0 missing
Eig06_EA.ed.numeric36 unique values
0 missing
MATS8snumeric43 unique values
0 missing
ATSC8snumeric44 unique values
0 missing
Eig06_EA.ri.numeric40 unique values
0 missing
MATS8vnumeric40 unique values
0 missing
ATSC8vnumeric44 unique values
0 missing
Eig07_AEA.bo.numeric32 unique values
0 missing
MAXDNnumeric40 unique values
0 missing
BACnumeric15 unique values
0 missing
Eig07_AEA.dm.numeric42 unique values
0 missing
MAXDPnumeric44 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig07_AEA.ed.numeric32 unique values
0 missing
MCDnumeric20 unique values
0 missing
BIC0numeric28 unique values
0 missing
Eig07_AEA.ri.numeric38 unique values
0 missing
MDDDnumeric37 unique values
0 missing
BIC1numeric31 unique values
0 missing
Eig07_EAnumeric35 unique values
0 missing
Menumeric28 unique values
0 missing
BIC2numeric35 unique values
0 missing
Eig07_EA.bo.numeric37 unique values
0 missing
Minumeric25 unique values
0 missing
BIC3numeric38 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MLOGPnumeric32 unique values
0 missing
BIC4numeric29 unique values
0 missing
Eig07_EA.ed.numeric37 unique values
0 missing
MLOGP2numeric33 unique values
0 missing
BIC5numeric29 unique values
0 missing
Eig07_EA.ri.numeric38 unique values
0 missing
BIDnumeric20 unique values
0 missing
Eig08_AEA.bo.numeric27 unique values
0 missing
BLInumeric38 unique values
0 missing
Eig08_AEA.dm.numeric39 unique values
0 missing
BLTA96numeric31 unique values
0 missing
Eig08_AEA.ed.numeric37 unique values
0 missing
BLTD48numeric30 unique values
0 missing
Eig08_AEA.ri.numeric35 unique values
0 missing
BLTF96numeric30 unique values
0 missing
Eig08_EAnumeric33 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig08_EA.bo.numeric36 unique values
0 missing
C.numeric26 unique values
0 missing
Eig08_EA.ed.numeric37 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig08_EA.ri.numeric35 unique values
0 missing
C.002numeric2 unique values
0 missing
Eig09_AEA.bo.numeric30 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig09_AEA.dm.numeric41 unique values
0 missing
C.006numeric2 unique values
0 missing
Eig09_AEA.ed.numeric36 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig09_AEA.ri.numeric29 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig09_EAnumeric29 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig09_EA.bo.numeric31 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig09_EA.ed.numeric33 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig09_EA.ri.numeric28 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig10_AEA.bo.numeric29 unique values
0 missing
C.024numeric11 unique values
0 missing
Eig10_AEA.dm.numeric30 unique values
0 missing
C.025numeric9 unique values
0 missing
Eig10_AEA.ed.numeric31 unique values
0 missing
C.026numeric6 unique values
0 missing
Eig10_AEA.ri.numeric31 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig10_EAnumeric28 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig10_EA.ed.numeric30 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig10_EA.ri.numeric33 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig11_AEA.bo.numeric32 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig11_AEA.dm.numeric28 unique values
0 missing
C.039numeric3 unique values
0 missing
Eig11_AEA.ed.numeric36 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig11_AEA.ri.numeric29 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig11_EAnumeric29 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig11_EA.bo.numeric32 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig11_EA.ed.numeric32 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig11_EA.ri.numeric30 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig12_AEA.bo.numeric27 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig12_AEA.dm.numeric33 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eig12_AEA.ed.numeric34 unique values
0 missing
CATS2D_01_ANnumeric6 unique values
0 missing
Eig12_AEA.ri.numeric34 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig12_EAnumeric32 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
Eig12_EA.bo.numeric35 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eig12_EA.ed.numeric32 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig12_EA.ri.numeric32 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig13_AEA.bo.numeric28 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eig13_AEA.dm.numeric21 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig13_AEA.ed.numeric31 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig13_AEA.ri.numeric40 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eig13_EAnumeric35 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig13_EA.bo.numeric32 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eig13_EA.ed.numeric34 unique values
0 missing
CATS2D_02_NLnumeric5 unique values
0 missing
Eig13_EA.ri.numeric39 unique values
0 missing
CATS2D_02_NNnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric30 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eig14_AEA.dm.numeric38 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eig14_AEA.ed.numeric27 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
Eig14_AEA.ri.numeric40 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eig14_EAnumeric35 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig14_EA.bo.numeric36 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eig14_EA.ed.numeric37 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eig14_EA.ri.numeric39 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eig15_AEA.bo.numeric32 unique values
0 missing
CATS2D_03_DNnumeric4 unique values
0 missing
Eig15_AEA.dm.numeric39 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric30 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
Eig15_AEA.ri.numeric34 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
Eig15_EAnumeric34 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
Eig15_EA.bo.numeric36 unique values
0 missing
CATS2D_03_PNnumeric3 unique values
0 missing
Eig15_EA.ed.numeric34 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eig15_EA.ri.numeric37 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
Eta_alphanumeric34 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_alpha_Anumeric25 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_Bnumeric32 unique values
0 missing
CATS2D_04_DAnumeric9 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_beta_Anumeric27 unique values
0 missing
CATS2D_04_DNnumeric4 unique values
0 missing
Eta_betaPnumeric20 unique values
0 missing
CATS2D_04_DPnumeric4 unique values
0 missing
Eta_betaP_Anumeric28 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
Eta_betaSnumeric22 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
Eta_betaS_Anumeric18 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
Eta_Cnumeric44 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
Eta_C_Anumeric41 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
Eta_epsinumeric35 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
Eta_epsi_Anumeric27 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_Fnumeric44 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
Eta_F_Anumeric44 unique values
0 missing
CATS2D_05_DDnumeric6 unique values
0 missing
Eta_FLnumeric41 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
Eta_FL_Anumeric23 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
Eta_Lnumeric41 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
Eta_L_Anumeric22 unique values
0 missing
CATS2D_05_LLnumeric17 unique values
0 missing
Eta_sh_pnumeric31 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
Eta_sh_xnumeric25 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
Eta_sh_ynumeric31 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS1enumeric34 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
GATS1inumeric32 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS1mnumeric31 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS1pnumeric33 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS1snumeric39 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS1vnumeric35 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS2enumeric33 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS2inumeric33 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
GATS2mnumeric30 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
GATS2pnumeric32 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS2snumeric37 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS2vnumeric33 unique values
0 missing
CATS2D_07_ALnumeric17 unique values
0 missing
GATS3enumeric40 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS3inumeric39 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS3mnumeric39 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GATS3pnumeric36 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS3snumeric42 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
GATS3vnumeric38 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS4enumeric42 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4inumeric40 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
GATS4mnumeric38 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
GATS4pnumeric42 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
GATS4snumeric41 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS4vnumeric40 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
GATS5enumeric40 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GATS5inumeric41 unique values
0 missing
CATS2D_08_ALnumeric16 unique values
0 missing
GATS5mnumeric40 unique values
0 missing
CATS2D_08_ANnumeric5 unique values
0 missing
GATS5pnumeric40 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS5snumeric42 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
GATS5vnumeric42 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS6enumeric40 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
GATS6inumeric39 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
GATS6mnumeric41 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
GATS6pnumeric42 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
GATS6snumeric44 unique values
0 missing
CATS2D_08_NLnumeric7 unique values
0 missing
GATS6vnumeric40 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
GATS7enumeric41 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
GATS7inumeric43 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
GATS7mnumeric43 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
GATS7pnumeric42 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
GATS7snumeric43 unique values
0 missing
CATS2D_09_ALnumeric14 unique values
0 missing
GATS7vnumeric43 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
GATS8enumeric44 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GATS8inumeric39 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
GATS8mnumeric40 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GATS8pnumeric42 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
GATS8snumeric41 unique values
0 missing
CATS2D_09_DNnumeric4 unique values
0 missing
GATS8vnumeric40 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_09_LLnumeric16 unique values
0 missing
GGI10numeric33 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
GGI2numeric14 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
GGI3numeric27 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GGI4numeric33 unique values
0 missing
CATS2D_09_PNnumeric3 unique values
0 missing
GGI5numeric30 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
GGI6numeric31 unique values
0 missing
CENTnumeric36 unique values
0 missing
GGI7numeric35 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
44
Number of instances (rows) of the dataset.
NumberOfFeatures
624
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
623
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
14.18
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.99
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.73
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.34
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
90.53
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.34
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
44
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.11
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
43942.45
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
3.57
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.52
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.52
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
6.63
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
1.24
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
29380.35
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.06
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.38
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
3.61
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
139.74
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.36
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.09
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075214
0 runs - estimation_procedure: 50 times Clustering
Define a new task