Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666

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: CHEMBL5666 (TID: 101494), and it has 56 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)numeric55 unique values
0 missing
molecule_id (row identifier)nominal56 unique values
0 missing
Chi1_AEA.bo.numeric39 unique values
0 missing
GNarnumeric31 unique values
0 missing
GATS6vnumeric46 unique values
0 missing
Chi1_AEA.dm.numeric39 unique values
0 missing
H.numeric31 unique values
0 missing
MLOGP2numeric47 unique values
0 missing
Chi1_AEA.ed.numeric39 unique values
0 missing
H.046numeric12 unique values
0 missing
MATS6vnumeric46 unique values
0 missing
Chi1_AEA.ri.numeric39 unique values
0 missing
H.047numeric12 unique values
0 missing
PHInumeric44 unique values
0 missing
Chi1_EAnumeric39 unique values
0 missing
H.050numeric8 unique values
0 missing
P_VSA_MR_2numeric23 unique values
0 missing
Chi1_EA.bo.numeric46 unique values
0 missing
H.051numeric4 unique values
0 missing
SpDiam_AEA.ed.numeric36 unique values
0 missing
Chi1_EA.dm.numeric40 unique values
0 missing
H.052numeric13 unique values
0 missing
AACnumeric41 unique values
0 missing
Chi1_EA.ed.numeric41 unique values
0 missing
HDcpxnumeric32 unique values
0 missing
AECCnumeric39 unique values
0 missing
Chi1_EA.ri.numeric53 unique values
0 missing
HNarnumeric32 unique values
0 missing
ALOGPnumeric53 unique values
0 missing
CIC0numeric45 unique values
0 missing
HVcpxnumeric39 unique values
0 missing
ALOGP2numeric52 unique values
0 missing
CIC1numeric45 unique values
0 missing
Hynumeric36 unique values
0 missing
AMRnumeric53 unique values
0 missing
CIC2numeric51 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
AMWnumeric46 unique values
0 missing
CIC3numeric50 unique values
0 missing
IACnumeric45 unique values
0 missing
ARRnumeric20 unique values
0 missing
CIC4numeric39 unique values
0 missing
IC0numeric41 unique values
0 missing
ATS1enumeric46 unique values
0 missing
CIC5numeric44 unique values
0 missing
IC1numeric48 unique values
0 missing
ATS1inumeric47 unique values
0 missing
CIDnumeric34 unique values
0 missing
IC2numeric51 unique values
0 missing
ATS1mnumeric45 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC3numeric49 unique values
0 missing
ATS1pnumeric46 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC4numeric45 unique values
0 missing
ATS1snumeric49 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC5numeric44 unique values
0 missing
ATS1vnumeric46 unique values
0 missing
CSInumeric39 unique values
0 missing
ICRnumeric37 unique values
0 missing
ATS2enumeric47 unique values
0 missing
DBInumeric21 unique values
0 missing
IDDEnumeric39 unique values
0 missing
ATS2inumeric47 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
IDDMnumeric36 unique values
0 missing
ATS2mnumeric46 unique values
0 missing
D.Dtr06numeric27 unique values
0 missing
IDEnumeric41 unique values
0 missing
ATS2pnumeric50 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
IDETnumeric41 unique values
0 missing
ATS2snumeric48 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
IDMnumeric38 unique values
0 missing
ATS2vnumeric50 unique values
0 missing
D.Dtr10numeric9 unique values
0 missing
IDMTnumeric41 unique values
0 missing
ATS3enumeric50 unique values
0 missing
D.Dtr12numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS3inumeric51 unique values
0 missing
DECCnumeric39 unique values
0 missing
ISIZnumeric26 unique values
0 missing
ATS3mnumeric45 unique values
0 missing
DELSnumeric55 unique values
0 missing
IVDEnumeric24 unique values
0 missing
ATS3pnumeric52 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IVDMnumeric34 unique values
0 missing
ATS3snumeric52 unique values
0 missing
DLS_02numeric4 unique values
0 missing
JGI1numeric30 unique values
0 missing
ATS3vnumeric52 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI10numeric4 unique values
0 missing
ATS4enumeric54 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI2numeric24 unique values
0 missing
ATS4inumeric51 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI3numeric16 unique values
0 missing
ATS4mnumeric52 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI4numeric12 unique values
0 missing
ATS4pnumeric54 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
JGI5numeric11 unique values
0 missing
ATS4snumeric52 unique values
0 missing
Dznumeric33 unique values
0 missing
JGI6numeric7 unique values
0 missing
ATS4vnumeric54 unique values
0 missing
ECCnumeric38 unique values
0 missing
JGI7numeric11 unique values
0 missing
ATS5enumeric50 unique values
0 missing
Eig01_AEA.bo.numeric24 unique values
0 missing
JGI8numeric8 unique values
0 missing
ATS5inumeric53 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
JGI9numeric6 unique values
0 missing
ATS5mnumeric53 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
JGTnumeric38 unique values
0 missing
ATS5pnumeric55 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
LLS_02numeric4 unique values
0 missing
ATS5snumeric51 unique values
0 missing
Eig01_EAnumeric23 unique values
0 missing
LOCnumeric34 unique values
0 missing
ATS5vnumeric54 unique values
0 missing
Eig01_EA.bo.numeric27 unique values
0 missing
LPRSnumeric41 unique values
0 missing
ATS6enumeric52 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS1enumeric36 unique values
0 missing
ATS6inumeric50 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
MATS1inumeric41 unique values
0 missing
ATS6mnumeric52 unique values
0 missing
Eig01_EA.ri.numeric27 unique values
0 missing
MATS1mnumeric34 unique values
0 missing
ATS6pnumeric54 unique values
0 missing
Eig02_AEA.bo.numeric26 unique values
0 missing
MATS1pnumeric40 unique values
0 missing
ATS6snumeric52 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
MATS1snumeric38 unique values
0 missing
ATS6vnumeric52 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
MATS1vnumeric36 unique values
0 missing
ATS7enumeric53 unique values
0 missing
Eig02_AEA.ri.numeric21 unique values
0 missing
MATS2enumeric35 unique values
0 missing
ATS7inumeric55 unique values
0 missing
Eig02_EAnumeric18 unique values
0 missing
MATS2inumeric42 unique values
0 missing
ATS7mnumeric51 unique values
0 missing
Eig02_EA.bo.numeric26 unique values
0 missing
MATS2mnumeric40 unique values
0 missing
ATS7pnumeric52 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS2pnumeric48 unique values
0 missing
ATS7snumeric53 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
MATS2snumeric33 unique values
0 missing
ATS7vnumeric53 unique values
0 missing
Eig02_EA.ri.numeric26 unique values
0 missing
MATS2vnumeric43 unique values
0 missing
ATS8enumeric54 unique values
0 missing
Eig03_AEA.bo.numeric31 unique values
0 missing
MATS3enumeric40 unique values
0 missing
ATS8inumeric55 unique values
0 missing
Eig03_AEA.dm.numeric22 unique values
0 missing
MATS3inumeric43 unique values
0 missing
ATS8mnumeric54 unique values
0 missing
Eig03_AEA.ed.numeric22 unique values
0 missing
MATS3mnumeric46 unique values
0 missing
ATS8pnumeric54 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
MATS3pnumeric41 unique values
0 missing
ATS8snumeric53 unique values
0 missing
Eig03_EAnumeric29 unique values
0 missing
MATS3snumeric48 unique values
0 missing
ATS8vnumeric53 unique values
0 missing
Eig03_EA.bo.numeric31 unique values
0 missing
MATS3vnumeric43 unique values
0 missing
ATSC1enumeric43 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS4enumeric46 unique values
0 missing
ATSC1inumeric46 unique values
0 missing
Eig03_EA.ed.numeric27 unique values
0 missing
MATS4inumeric46 unique values
0 missing
ATSC1mnumeric46 unique values
0 missing
Eig03_EA.ri.numeric35 unique values
0 missing
MATS4mnumeric43 unique values
0 missing
ATSC1pnumeric46 unique values
0 missing
Eig04_AEA.bo.numeric35 unique values
0 missing
MATS4pnumeric41 unique values
0 missing
ATSC1snumeric51 unique values
0 missing
Eig04_AEA.dm.numeric23 unique values
0 missing
MATS4snumeric48 unique values
0 missing
ATSC1vnumeric46 unique values
0 missing
Eig04_AEA.ed.numeric26 unique values
0 missing
MATS4vnumeric44 unique values
0 missing
ATSC2enumeric50 unique values
0 missing
Eig04_AEA.ri.numeric42 unique values
0 missing
MATS5enumeric47 unique values
0 missing
ATSC2inumeric50 unique values
0 missing
Eig04_EAnumeric32 unique values
0 missing
MATS5inumeric38 unique values
0 missing
ATSC2mnumeric51 unique values
0 missing
Eig04_EA.bo.numeric36 unique values
0 missing
MATS5mnumeric49 unique values
0 missing
ATSC2pnumeric50 unique values
0 missing
Eig04_EA.dm.numeric12 unique values
0 missing
MATS5pnumeric43 unique values
0 missing
ATSC2snumeric53 unique values
0 missing
Eig04_EA.ed.numeric29 unique values
0 missing
MATS5snumeric48 unique values
0 missing
ATSC2vnumeric51 unique values
0 missing
Eig04_EA.ri.numeric44 unique values
0 missing
MATS5vnumeric44 unique values
0 missing
ATSC3enumeric53 unique values
0 missing
Eig05_AEA.bo.numeric21 unique values
0 missing
MATS6enumeric43 unique values
0 missing
ATSC3inumeric50 unique values
0 missing
Eig05_AEA.dm.numeric23 unique values
0 missing
MATS6inumeric43 unique values
0 missing
ATSC3mnumeric53 unique values
0 missing
Eig05_AEA.ed.numeric26 unique values
0 missing
MATS6mnumeric47 unique values
0 missing
ATSC3pnumeric53 unique values
0 missing
Eig05_AEA.ri.numeric35 unique values
0 missing
MATS6pnumeric43 unique values
0 missing
ATSC3snumeric55 unique values
0 missing
Eig05_EAnumeric28 unique values
0 missing
MATS6snumeric46 unique values
0 missing
ATSC3vnumeric53 unique values
0 missing
Eig05_EA.bo.numeric26 unique values
0 missing
MATS7enumeric39 unique values
0 missing
ATSC4enumeric54 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
MATS7inumeric43 unique values
0 missing
ATSC4inumeric54 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
MATS7mnumeric46 unique values
0 missing
ATSC4mnumeric55 unique values
0 missing
Eig05_EA.ri.numeric34 unique values
0 missing
MATS7pnumeric44 unique values
0 missing
ATSC4pnumeric55 unique values
0 missing
Eig06_AEA.bo.numeric35 unique values
0 missing
MATS7snumeric39 unique values
0 missing
ATSC4snumeric55 unique values
0 missing
Eig06_AEA.dm.numeric39 unique values
0 missing
MATS7vnumeric48 unique values
0 missing
ATSC4vnumeric55 unique values
0 missing
Eig06_AEA.ed.numeric25 unique values
0 missing
MATS8enumeric46 unique values
0 missing
ATSC5enumeric51 unique values
0 missing
Eig06_AEA.ri.numeric33 unique values
0 missing
MATS8inumeric48 unique values
0 missing
ATSC5inumeric53 unique values
0 missing
Eig06_EAnumeric25 unique values
0 missing
MATS8mnumeric51 unique values
0 missing
ATSC5mnumeric55 unique values
0 missing
Eig06_EA.bo.numeric36 unique values
0 missing
MATS8pnumeric51 unique values
0 missing
ATSC5pnumeric55 unique values
0 missing
Eig06_EA.dm.numeric14 unique values
0 missing
MATS8snumeric44 unique values
0 missing
ATSC5snumeric55 unique values
0 missing
Eig06_EA.ed.numeric25 unique values
0 missing
MATS8vnumeric50 unique values
0 missing
ATSC5vnumeric55 unique values
0 missing
Eig06_EA.ri.numeric28 unique values
0 missing
MAXDNnumeric48 unique values
0 missing
ATSC6enumeric53 unique values
0 missing
Eig07_AEA.bo.numeric28 unique values
0 missing
MAXDPnumeric53 unique values
0 missing
ATSC6inumeric53 unique values
0 missing
Eig07_AEA.dm.numeric35 unique values
0 missing
MCDnumeric24 unique values
0 missing
ATSC6mnumeric55 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
MDDDnumeric41 unique values
0 missing
ATSC6pnumeric55 unique values
0 missing
Eig07_AEA.ri.numeric25 unique values
0 missing
Menumeric28 unique values
0 missing
ATSC6snumeric55 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
Minumeric23 unique values
0 missing
ATSC6vnumeric55 unique values
0 missing
Eig07_EA.bo.numeric32 unique values
0 missing
MLOGPnumeric47 unique values
0 missing
ATSC7enumeric54 unique values
0 missing
Eig07_EA.dm.numeric14 unique values
0 missing
Mpnumeric26 unique values
0 missing
ATSC7inumeric53 unique values
0 missing
Eig07_EA.ed.numeric22 unique values
0 missing
MPC01numeric25 unique values
0 missing
ATSC7mnumeric55 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
MPC02numeric27 unique values
0 missing
ATSC7pnumeric55 unique values
0 missing
Eig08_AEA.bo.numeric32 unique values
0 missing
MPC03numeric30 unique values
0 missing
ATSC7snumeric55 unique values
0 missing
Eig08_AEA.dm.numeric32 unique values
0 missing
MPC04numeric32 unique values
0 missing
ATSC7vnumeric55 unique values
0 missing
Eig08_AEA.ed.numeric23 unique values
0 missing
MPC05numeric31 unique values
0 missing
ATSC8enumeric52 unique values
0 missing
Eig08_AEA.ri.numeric29 unique values
0 missing
MPC06numeric30 unique values
0 missing
ATSC8inumeric54 unique values
0 missing
Eig08_EAnumeric23 unique values
0 missing
MPC07numeric32 unique values
0 missing
ATSC8mnumeric55 unique values
0 missing
Eig08_EA.bo.numeric36 unique values
0 missing
MPC08numeric33 unique values
0 missing
ATSC8pnumeric55 unique values
0 missing
Eig08_EA.dm.numeric13 unique values
0 missing
MPC09numeric36 unique values
0 missing
ATSC8snumeric55 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
MPC10numeric36 unique values
0 missing
ATSC8vnumeric55 unique values
0 missing
Eig08_EA.ri.numeric32 unique values
0 missing
MSDnumeric40 unique values
0 missing
BACnumeric24 unique values
0 missing
Eig09_AEA.bo.numeric40 unique values
0 missing
Mvnumeric36 unique values
0 missing
BBInumeric27 unique values
0 missing
Eig09_AEA.dm.numeric32 unique values
0 missing
MWnumeric46 unique values
0 missing
BIC0numeric34 unique values
0 missing
Eig09_AEA.ed.numeric31 unique values
0 missing
MWC01numeric25 unique values
0 missing
BIC1numeric40 unique values
0 missing
Eig09_AEA.ri.numeric38 unique values
0 missing
MWC02numeric31 unique values
0 missing
BIC2numeric41 unique values
0 missing
Eig09_EAnumeric31 unique values
0 missing
MWC03numeric32 unique values
0 missing
BIC3numeric39 unique values
0 missing
Eig09_EA.bo.numeric37 unique values
0 missing
MWC04numeric38 unique values
0 missing
BIC4numeric34 unique values
0 missing
Eig09_EA.dm.numeric13 unique values
0 missing
MWC05numeric39 unique values
0 missing
BIC5numeric30 unique values
0 missing
Eig09_EA.ed.numeric33 unique values
0 missing
MWC06numeric40 unique values
0 missing
BIDnumeric25 unique values
0 missing
Eig09_EA.ri.numeric38 unique values
0 missing
MWC07numeric40 unique values
0 missing
BLInumeric43 unique values
0 missing
Eig10_AEA.bo.numeric42 unique values
0 missing
MWC08numeric41 unique values
0 missing
BLTA96numeric45 unique values
0 missing
Eig10_AEA.dm.numeric33 unique values
0 missing
MWC09numeric38 unique values
0 missing
BLTD48numeric47 unique values
0 missing
Eig10_AEA.ed.numeric29 unique values
0 missing
MWC10numeric39 unique values
0 missing
BLTF96numeric44 unique values
0 missing
Eig10_AEA.ri.numeric41 unique values
0 missing
N.numeric24 unique values
0 missing
C.numeric26 unique values
0 missing
Eig10_EAnumeric36 unique values
0 missing
N.066numeric5 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_EA.bo.numeric36 unique values
0 missing
N.067numeric2 unique values
0 missing
C.002numeric13 unique values
0 missing
Eig10_EA.dm.numeric9 unique values
0 missing
N.072numeric6 unique values
0 missing
C.003numeric5 unique values
0 missing
Eig10_EA.ed.numeric33 unique values
0 missing
N.074numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_EA.ri.numeric43 unique values
0 missing
NaaaCnumeric4 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig11_AEA.bo.numeric37 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig11_AEA.dm.numeric34 unique values
0 missing
NaasCnumeric5 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig11_AEA.ed.numeric34 unique values
0 missing
nABnumeric5 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig11_AEA.ri.numeric47 unique values
0 missing
nArOHnumeric2 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig11_EAnumeric39 unique values
0 missing
nArXnumeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig11_EA.bo.numeric40 unique values
0 missing
nATnumeric26 unique values
0 missing
C.040numeric5 unique values
0 missing
Eig11_EA.dm.numeric5 unique values
0 missing
nBMnumeric13 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig11_EA.ed.numeric38 unique values
0 missing
nBnznumeric5 unique values
0 missing
CATS2D_00_DDnumeric6 unique values
0 missing
Eig11_EA.ri.numeric46 unique values
0 missing
nBOnumeric25 unique values
0 missing
CATS2D_00_DPnumeric6 unique values
0 missing
Eig12_AEA.bo.numeric37 unique values
0 missing
nBTnumeric28 unique values
0 missing
CATS2D_00_PPnumeric6 unique values
0 missing
Eig12_AEA.dm.numeric26 unique values
0 missing
nCnumeric22 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
Eig12_AEA.ed.numeric34 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
Eig12_AEA.ri.numeric43 unique values
0 missing
CATS2D_01_LLnumeric20 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
CATS2D_01_NLnumeric4 unique values
0 missing
Eig12_EA.bo.numeric40 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eig12_EA.ed.numeric36 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig12_EA.ri.numeric41 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig13_AEA.bo.numeric41 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eig13_AEA.dm.numeric37 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig13_AEA.ed.numeric37 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
Eig13_AEA.ri.numeric45 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig13_EAnumeric38 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig13_EA.bo.numeric44 unique values
0 missing
CATS2D_02_LLnumeric20 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig13_EA.ed.numeric38 unique values
0 missing
CATS2D_02_PLnumeric6 unique values
0 missing
Eig13_EA.ri.numeric44 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric34 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric33 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eig14_AEA.ed.numeric40 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric43 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig14_EAnumeric38 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eig14_EA.bo.numeric41 unique values
0 missing
CATS2D_03_DDnumeric6 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eig14_EA.ed.numeric33 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eig14_EA.ri.numeric46 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric36 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
Eig15_AEA.dm.numeric37 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric39 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
Eig15_AEA.ri.numeric43 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
Eig15_EAnumeric40 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
Eig15_EA.bo.numeric41 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
Eig15_EA.ed.numeric33 unique values
0 missing
CATS2D_04_DDnumeric6 unique values
0 missing
Eig15_EA.ri.numeric48 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
Eta_alphanumeric37 unique values
0 missing
CATS2D_04_DNnumeric4 unique values
0 missing
Eta_alpha_Anumeric27 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eta_Bnumeric23 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
Eta_betanumeric39 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
Eta_beta_Anumeric42 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
Eta_betaP_Anumeric33 unique values
0 missing
CATS2D_05_ANnumeric4 unique values
0 missing
Eta_betaSnumeric32 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
Eta_betaS_Anumeric22 unique values
0 missing
CATS2D_05_DAnumeric8 unique values
0 missing
Eta_Cnumeric55 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
Eta_C_Anumeric52 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
Eta_epsinumeric45 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
Eta_epsi_Anumeric41 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
Eta_Fnumeric55 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
Eta_F_Anumeric51 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
Eta_FLnumeric38 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
Eta_FL_Anumeric39 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
Eta_Lnumeric53 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
Eta_L_Anumeric34 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
Eta_sh_pnumeric41 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
Eta_sh_ynumeric38 unique values
0 missing
CATS2D_06_DAnumeric8 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
GATS1enumeric40 unique values
0 missing
CATS2D_06_DLnumeric11 unique values
0 missing
GATS1inumeric45 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GATS1mnumeric42 unique values
0 missing
CATS2D_06_DPnumeric6 unique values
0 missing
GATS1pnumeric44 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GATS1snumeric42 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS1vnumeric40 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
GATS2enumeric41 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS2inumeric49 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
GATS2mnumeric48 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS2pnumeric48 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS2snumeric42 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
GATS2vnumeric48 unique values
0 missing
CATS2D_07_APnumeric4 unique values
0 missing
GATS3enumeric47 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS3inumeric48 unique values
0 missing
CATS2D_07_DDnumeric6 unique values
0 missing
GATS3mnumeric46 unique values
0 missing
CATS2D_07_DLnumeric13 unique values
0 missing
GATS3pnumeric48 unique values
0 missing
CATS2D_07_DNnumeric6 unique values
0 missing
GATS3snumeric46 unique values
0 missing
CATS2D_07_DPnumeric5 unique values
0 missing
GATS3vnumeric47 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
GATS4enumeric49 unique values
0 missing
CATS2D_07_NLnumeric6 unique values
0 missing
GATS4inumeric46 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
GATS4mnumeric45 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS4pnumeric41 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
GATS4snumeric51 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
GATS4vnumeric40 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GATS5enumeric50 unique values
0 missing
CATS2D_08_ANnumeric4 unique values
0 missing
GATS5inumeric51 unique values
0 missing
CATS2D_08_APnumeric4 unique values
0 missing
GATS5mnumeric50 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
GATS5pnumeric47 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
GATS5snumeric51 unique values
0 missing
CATS2D_08_DLnumeric14 unique values
0 missing
GATS5vnumeric47 unique values
0 missing
CATS2D_08_DNnumeric5 unique values
0 missing
GATS6enumeric50 unique values
0 missing
CATS2D_08_DPnumeric4 unique values
0 missing
GATS6inumeric49 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GATS6mnumeric45 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
GATS6pnumeric49 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
GATS6snumeric47 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
GATS7enumeric46 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GATS7inumeric45 unique values
0 missing
CATS2D_09_ALnumeric12 unique values
0 missing
GATS7mnumeric48 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
GATS7pnumeric45 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
GATS7snumeric47 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
GATS7vnumeric49 unique values
0 missing
CATS2D_09_DDnumeric6 unique values
0 missing
GATS8enumeric49 unique values
0 missing
CATS2D_09_DLnumeric14 unique values
0 missing
GATS8inumeric50 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GATS8mnumeric49 unique values
0 missing
CATS2D_09_DPnumeric5 unique values
0 missing
GATS8pnumeric47 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
GATS8snumeric49 unique values
0 missing
CATS2D_09_NLnumeric6 unique values
0 missing
GATS8vnumeric49 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
GGI1numeric13 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
GGI10numeric31 unique values
0 missing
CENTnumeric41 unique values
0 missing
GGI2numeric14 unique values
0 missing
Chi0_AEA.bo.numeric37 unique values
0 missing
GGI3numeric22 unique values
0 missing
Chi0_AEA.dm.numeric37 unique values
0 missing
GGI4numeric34 unique values
0 missing
Chi0_AEA.ed.numeric37 unique values
0 missing
GGI5numeric27 unique values
0 missing
Chi0_AEA.ri.numeric37 unique values
0 missing
GGI6numeric33 unique values
0 missing
Chi0_EAnumeric37 unique values
0 missing
GGI7numeric37 unique values
0 missing
Chi0_EA.bo.numeric45 unique values
0 missing
GGI8numeric32 unique values
0 missing
Chi0_EA.dm.numeric36 unique values
0 missing
GGI9numeric31 unique values
0 missing
Chi0_EA.ed.numeric40 unique values
0 missing
GMTInumeric41 unique values
0 missing
Chi0_EA.ri.numeric50 unique values
0 missing
GMTIVnumeric54 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
56
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.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
56
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.12
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
18.12
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
182853.64
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.
Quartile3MeansOfNumericAtts
5.55
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.
PercentageOfNumericFeatures
99.85
Percentage of numeric 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
-7.48
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
4.09
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
7.48
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.
Quartile3StdDevOfNumericAtts
1.91
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
679626.74
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.69
First quartile of kurtosis 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.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.61
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
10.45
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
669.03
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.43
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.42
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
First quartile of standard deviation of attributes of the numeric type.
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
11.64
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
6.04
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
2.19
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.16
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2383.05
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
2.13
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.45
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.69
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5666
0 runs - estimation_procedure: 50 times Clustering
Define a new task