Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171

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: CHEMBL3171 (TID: 11152), and it has 95 rows and 701 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.

703 features

pXC50 (target)numeric76 unique values
0 missing
molecule_id (row identifier)nominal95 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
GATS5vnumeric75 unique values
0 missing
ATSC4vnumeric89 unique values
0 missing
CATS2D_08_ANnumeric4 unique values
0 missing
GATS6enumeric80 unique values
0 missing
ATSC5vnumeric89 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS6inumeric79 unique values
0 missing
P_VSA_i_3numeric58 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS6mnumeric79 unique values
0 missing
Eig10_AEA.dm.numeric74 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS6pnumeric75 unique values
0 missing
SpMaxA_EA.ed.numeric37 unique values
0 missing
CATS2D_08_DLnumeric10 unique values
0 missing
GATS6snumeric79 unique values
0 missing
MSDnumeric50 unique values
0 missing
CATS2D_08_DNnumeric4 unique values
0 missing
GATS6vnumeric71 unique values
0 missing
MDDDnumeric51 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS7enumeric81 unique values
0 missing
Dznumeric42 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GATS7inumeric73 unique values
0 missing
ALOGPnumeric86 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
GATS7mnumeric83 unique values
0 missing
ALOGP2numeric86 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
GATS7pnumeric77 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
GATS7snumeric82 unique values
0 missing
C.021numeric2 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS7vnumeric72 unique values
0 missing
C.022numeric2 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS8enumeric79 unique values
0 missing
nCspnumeric2 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS8inumeric79 unique values
0 missing
nR.C.numeric2 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS8mnumeric74 unique values
0 missing
nR.CH.Xnumeric2 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS8pnumeric75 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS8snumeric81 unique values
0 missing
NtCHnumeric2 unique values
0 missing
CATS2D_09_DLnumeric12 unique values
0 missing
GATS8vnumeric75 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI1numeric11 unique values
0 missing
P_VSA_LogP_6numeric22 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI10numeric33 unique values
0 missing
StCHnumeric7 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
GGI2numeric10 unique values
0 missing
StsCnumeric9 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
GGI3numeric31 unique values
0 missing
CATS2D_06_LLnumeric18 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
GGI4numeric40 unique values
0 missing
Eig08_AEA.dm.numeric61 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
GGI5numeric42 unique values
0 missing
P_VSA_p_3numeric85 unique values
0 missing
CENTnumeric48 unique values
0 missing
GGI6numeric40 unique values
0 missing
P_VSA_v_3numeric85 unique values
0 missing
Chi0_AEA.bo.numeric46 unique values
0 missing
GGI7numeric41 unique values
0 missing
Uindexnumeric51 unique values
0 missing
Chi0_AEA.dm.numeric46 unique values
0 missing
GGI8numeric43 unique values
0 missing
P_VSA_e_2numeric85 unique values
0 missing
Chi0_AEA.ed.numeric46 unique values
0 missing
GGI9numeric41 unique values
0 missing
DBInumeric20 unique values
0 missing
Chi0_AEA.ri.numeric46 unique values
0 missing
GMTInumeric51 unique values
0 missing
AACnumeric71 unique values
0 missing
Chi0_EAnumeric46 unique values
0 missing
GMTIVnumeric83 unique values
0 missing
AECCnumeric49 unique values
0 missing
Chi0_EA.bo.numeric56 unique values
0 missing
GNarnumeric37 unique values
0 missing
AMRnumeric87 unique values
0 missing
Chi0_EA.dm.numeric75 unique values
0 missing
H.numeric50 unique values
0 missing
AMWnumeric77 unique values
0 missing
Chi0_EA.ed.numeric51 unique values
0 missing
H.046numeric8 unique values
0 missing
ARRnumeric32 unique values
0 missing
Chi0_EA.ri.numeric85 unique values
0 missing
H.047numeric14 unique values
0 missing
ATS1enumeric71 unique values
0 missing
Chi1_AEA.bo.numeric47 unique values
0 missing
H.048numeric3 unique values
0 missing
ATS1inumeric75 unique values
0 missing
Chi1_AEA.dm.numeric47 unique values
0 missing
H.049numeric2 unique values
0 missing
ATS1mnumeric75 unique values
0 missing
Chi1_AEA.ed.numeric47 unique values
0 missing
H.050numeric8 unique values
0 missing
ATS1pnumeric70 unique values
0 missing
Chi1_AEA.ri.numeric47 unique values
0 missing
H.051numeric6 unique values
0 missing
ATS1snumeric73 unique values
0 missing
Chi1_EAnumeric47 unique values
0 missing
H.052numeric6 unique values
0 missing
ATS1vnumeric75 unique values
0 missing
Chi1_EA.bo.numeric58 unique values
0 missing
H.053numeric4 unique values
0 missing
ATS2enumeric76 unique values
0 missing
Chi1_EA.dm.numeric80 unique values
0 missing
H.054numeric2 unique values
0 missing
ATS2inumeric72 unique values
0 missing
Chi1_EA.ed.numeric51 unique values
0 missing
HDcpxnumeric34 unique values
0 missing
ATS2mnumeric78 unique values
0 missing
Chi1_EA.ri.numeric85 unique values
0 missing
HNarnumeric36 unique values
0 missing
ATS2pnumeric74 unique values
0 missing
CIC0numeric71 unique values
0 missing
HVcpxnumeric44 unique values
0 missing
ATS2snumeric76 unique values
0 missing
CIC1numeric78 unique values
0 missing
Hynumeric58 unique values
0 missing
ATS2vnumeric76 unique values
0 missing
CIC2numeric70 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS3enumeric79 unique values
0 missing
CIC3numeric67 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS3inumeric78 unique values
0 missing
CIC4numeric53 unique values
0 missing
IACnumeric78 unique values
0 missing
ATS3mnumeric76 unique values
0 missing
CIC5numeric53 unique values
0 missing
IC0numeric71 unique values
0 missing
ATS3pnumeric84 unique values
0 missing
CIDnumeric41 unique values
0 missing
IC1numeric74 unique values
0 missing
ATS3snumeric80 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC2numeric72 unique values
0 missing
ATS3vnumeric83 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC3numeric67 unique values
0 missing
ATS4enumeric80 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC4numeric57 unique values
0 missing
ATS4inumeric80 unique values
0 missing
CSInumeric49 unique values
0 missing
IC5numeric57 unique values
0 missing
ATS4mnumeric78 unique values
0 missing
D.Dtr05numeric19 unique values
0 missing
ICRnumeric42 unique values
0 missing
ATS4pnumeric83 unique values
0 missing
D.Dtr06numeric51 unique values
0 missing
IDDEnumeric42 unique values
0 missing
ATS4snumeric80 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
IDDMnumeric31 unique values
0 missing
ATS4vnumeric81 unique values
0 missing
D.Dtr09numeric15 unique values
0 missing
IDEnumeric49 unique values
0 missing
ATS5enumeric85 unique values
0 missing
D.Dtr10numeric29 unique values
0 missing
IDETnumeric51 unique values
0 missing
ATS5inumeric77 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
IDMnumeric47 unique values
0 missing
ATS5mnumeric76 unique values
0 missing
DECCnumeric46 unique values
0 missing
IDMTnumeric51 unique values
0 missing
ATS5pnumeric81 unique values
0 missing
DELSnumeric90 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS5snumeric80 unique values
0 missing
DLS_01numeric4 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS5vnumeric80 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ISIZnumeric18 unique values
0 missing
ATS6enumeric82 unique values
0 missing
DLS_03numeric5 unique values
0 missing
IVDEnumeric37 unique values
0 missing
ATS6inumeric87 unique values
0 missing
DLS_04numeric8 unique values
0 missing
IVDMnumeric36 unique values
0 missing
ATS6mnumeric76 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI1numeric32 unique values
0 missing
ATS6pnumeric78 unique values
0 missing
DLS_06numeric6 unique values
0 missing
JGI10numeric7 unique values
0 missing
ATS6snumeric83 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI2numeric25 unique values
0 missing
ATS6vnumeric81 unique values
0 missing
DLS_consnumeric25 unique values
0 missing
JGI3numeric24 unique values
0 missing
ATS7enumeric77 unique values
0 missing
ECCnumeric48 unique values
0 missing
JGI4numeric16 unique values
0 missing
ATS7inumeric82 unique values
0 missing
Eig01_AEA.bo.numeric36 unique values
0 missing
JGI5numeric12 unique values
0 missing
ATS7mnumeric80 unique values
0 missing
Eig01_AEA.dm.numeric19 unique values
0 missing
JGI6numeric11 unique values
0 missing
ATS7pnumeric85 unique values
0 missing
Eig01_AEA.ed.numeric25 unique values
0 missing
JGI7numeric9 unique values
0 missing
ATS7snumeric85 unique values
0 missing
Eig01_AEA.ri.numeric64 unique values
0 missing
JGI8numeric9 unique values
0 missing
ATS7vnumeric81 unique values
0 missing
Eig01_EAnumeric38 unique values
0 missing
JGI9numeric9 unique values
0 missing
ATS8enumeric79 unique values
0 missing
Eig01_EA.bo.numeric27 unique values
0 missing
JGTnumeric38 unique values
0 missing
ATS8inumeric81 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ATS8mnumeric79 unique values
0 missing
Eig01_EA.ed.numeric31 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS8pnumeric83 unique values
0 missing
Eig01_EA.ri.numeric64 unique values
0 missing
LOCnumeric34 unique values
0 missing
ATS8snumeric84 unique values
0 missing
Eig02_AEA.bo.numeric30 unique values
0 missing
LPRSnumeric51 unique values
0 missing
ATS8vnumeric78 unique values
0 missing
Eig02_AEA.dm.numeric22 unique values
0 missing
MATS1enumeric63 unique values
0 missing
ATSC1enumeric72 unique values
0 missing
Eig02_AEA.ed.numeric30 unique values
0 missing
MATS1inumeric76 unique values
0 missing
ATSC1inumeric75 unique values
0 missing
Eig02_AEA.ri.numeric41 unique values
0 missing
MATS1mnumeric46 unique values
0 missing
ATSC1mnumeric84 unique values
0 missing
Eig02_EAnumeric29 unique values
0 missing
MATS1pnumeric66 unique values
0 missing
ATSC1pnumeric84 unique values
0 missing
Eig02_EA.bo.numeric29 unique values
0 missing
MATS1snumeric58 unique values
0 missing
ATSC1snumeric86 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
MATS1vnumeric54 unique values
0 missing
ATSC1vnumeric82 unique values
0 missing
Eig02_EA.ed.numeric32 unique values
0 missing
MATS2enumeric74 unique values
0 missing
ATSC2enumeric78 unique values
0 missing
Eig02_EA.ri.numeric38 unique values
0 missing
MATS2inumeric75 unique values
0 missing
ATSC2inumeric80 unique values
0 missing
Eig03_AEA.bo.numeric46 unique values
0 missing
MATS2mnumeric70 unique values
0 missing
ATSC2mnumeric87 unique values
0 missing
Eig03_AEA.dm.numeric29 unique values
0 missing
MATS2pnumeric75 unique values
0 missing
ATSC2pnumeric86 unique values
0 missing
Eig03_AEA.ed.numeric32 unique values
0 missing
MATS2snumeric68 unique values
0 missing
ATSC2snumeric90 unique values
0 missing
Eig03_AEA.ri.numeric55 unique values
0 missing
MATS2vnumeric69 unique values
0 missing
ATSC2vnumeric85 unique values
0 missing
Eig03_EAnumeric40 unique values
0 missing
MATS3enumeric75 unique values
0 missing
ATSC3enumeric81 unique values
0 missing
Eig03_EA.bo.numeric46 unique values
0 missing
MATS3inumeric73 unique values
0 missing
ATSC3inumeric83 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
MATS3mnumeric71 unique values
0 missing
ATSC3mnumeric89 unique values
0 missing
Eig03_EA.ed.numeric41 unique values
0 missing
MATS3pnumeric76 unique values
0 missing
ATSC3pnumeric88 unique values
0 missing
Eig03_EA.ri.numeric56 unique values
0 missing
MATS3snumeric61 unique values
0 missing
ATSC3snumeric90 unique values
0 missing
Eig04_AEA.bo.numeric50 unique values
0 missing
MATS3vnumeric71 unique values
0 missing
ATSC3vnumeric89 unique values
0 missing
Eig04_AEA.dm.numeric62 unique values
0 missing
MATS4enumeric69 unique values
0 missing
ATSC4enumeric87 unique values
0 missing
Eig04_AEA.ed.numeric40 unique values
0 missing
MATS4inumeric71 unique values
0 missing
ATSC4inumeric85 unique values
0 missing
Eig04_AEA.ri.numeric68 unique values
0 missing
MATS4mnumeric75 unique values
0 missing
ATSC4mnumeric88 unique values
0 missing
Eig04_EAnumeric47 unique values
0 missing
MATS4pnumeric71 unique values
0 missing
ATSC4pnumeric89 unique values
0 missing
Eig04_EA.bo.numeric46 unique values
0 missing
MATS4snumeric68 unique values
0 missing
ATSC4snumeric90 unique values
0 missing
Eig04_EA.dm.numeric15 unique values
0 missing
MATS4vnumeric73 unique values
0 missing
ATSC5enumeric88 unique values
0 missing
Eig04_EA.ed.numeric46 unique values
0 missing
MATS5enumeric74 unique values
0 missing
ATSC5inumeric85 unique values
0 missing
Eig04_EA.ri.numeric72 unique values
0 missing
MATS5inumeric74 unique values
0 missing
ATSC5mnumeric90 unique values
0 missing
Eig05_AEA.bo.numeric46 unique values
0 missing
MATS5mnumeric76 unique values
0 missing
ATSC5pnumeric90 unique values
0 missing
Eig05_AEA.dm.numeric75 unique values
0 missing
MATS5pnumeric72 unique values
0 missing
ATSC5snumeric90 unique values
0 missing
Eig05_AEA.ed.numeric37 unique values
0 missing
MATS5snumeric68 unique values
0 missing
ATSC6enumeric89 unique values
0 missing
Eig05_AEA.ri.numeric67 unique values
0 missing
MATS5vnumeric75 unique values
0 missing
ATSC6inumeric85 unique values
0 missing
Eig05_EAnumeric43 unique values
0 missing
MATS6enumeric74 unique values
0 missing
ATSC6mnumeric90 unique values
0 missing
Eig05_EA.bo.numeric45 unique values
0 missing
MATS6inumeric68 unique values
0 missing
ATSC6pnumeric90 unique values
0 missing
Eig05_EA.dm.numeric14 unique values
0 missing
MATS6mnumeric74 unique values
0 missing
ATSC6snumeric90 unique values
0 missing
Eig05_EA.ed.numeric44 unique values
0 missing
MATS6pnumeric72 unique values
0 missing
ATSC6vnumeric90 unique values
0 missing
Eig05_EA.ri.numeric69 unique values
0 missing
MATS6snumeric74 unique values
0 missing
ATSC7enumeric83 unique values
0 missing
Eig06_AEA.bo.numeric31 unique values
0 missing
MATS6vnumeric70 unique values
0 missing
ATSC7inumeric85 unique values
0 missing
Eig06_AEA.dm.numeric73 unique values
0 missing
MATS7enumeric76 unique values
0 missing
ATSC7mnumeric90 unique values
0 missing
Eig06_AEA.ed.numeric29 unique values
0 missing
MATS7inumeric78 unique values
0 missing
ATSC7pnumeric88 unique values
0 missing
Eig06_AEA.ri.numeric45 unique values
0 missing
MATS7mnumeric74 unique values
0 missing
ATSC7snumeric90 unique values
0 missing
Eig06_EAnumeric31 unique values
0 missing
MATS7pnumeric70 unique values
0 missing
ATSC7vnumeric88 unique values
0 missing
Eig06_EA.bo.numeric33 unique values
0 missing
MATS7snumeric75 unique values
0 missing
ATSC8enumeric81 unique values
0 missing
Eig06_EA.dm.numeric12 unique values
0 missing
MATS7vnumeric76 unique values
0 missing
ATSC8inumeric82 unique values
0 missing
Eig06_EA.ed.numeric34 unique values
0 missing
MATS8enumeric81 unique values
0 missing
ATSC8mnumeric88 unique values
0 missing
Eig06_EA.ri.numeric55 unique values
0 missing
MATS8inumeric72 unique values
0 missing
ATSC8pnumeric90 unique values
0 missing
Eig07_AEA.bo.numeric39 unique values
0 missing
MATS8mnumeric75 unique values
0 missing
ATSC8snumeric90 unique values
0 missing
Eig07_AEA.dm.numeric67 unique values
0 missing
MATS8pnumeric69 unique values
0 missing
ATSC8vnumeric90 unique values
0 missing
Eig07_AEA.ed.numeric33 unique values
0 missing
MATS8snumeric77 unique values
0 missing
BACnumeric19 unique values
0 missing
Eig07_AEA.ri.numeric56 unique values
0 missing
MATS8vnumeric75 unique values
0 missing
BBInumeric21 unique values
0 missing
Eig07_EAnumeric30 unique values
0 missing
MAXDNnumeric74 unique values
0 missing
BIC0numeric52 unique values
0 missing
Eig07_EA.bo.numeric33 unique values
0 missing
MAXDPnumeric84 unique values
0 missing
BIC1numeric56 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
MCDnumeric32 unique values
0 missing
BIC2numeric54 unique values
0 missing
Eig07_EA.ed.numeric35 unique values
0 missing
Menumeric29 unique values
0 missing
BIC3numeric39 unique values
0 missing
Eig07_EA.ri.numeric64 unique values
0 missing
Minumeric31 unique values
0 missing
BIC4numeric35 unique values
0 missing
Eig08_AEA.bo.numeric47 unique values
0 missing
MLOGPnumeric78 unique values
0 missing
BIC5numeric35 unique values
0 missing
Eig08_AEA.ed.numeric32 unique values
0 missing
MLOGP2numeric78 unique values
0 missing
BIDnumeric16 unique values
0 missing
Eig08_AEA.ri.numeric69 unique values
0 missing
Mpnumeric46 unique values
0 missing
BLInumeric67 unique values
0 missing
Eig08_EAnumeric37 unique values
0 missing
MPC01numeric16 unique values
0 missing
BLTA96numeric65 unique values
0 missing
Eig08_EA.bo.numeric44 unique values
0 missing
MPC02numeric21 unique values
0 missing
BLTD48numeric65 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
MPC03numeric31 unique values
0 missing
BLTF96numeric65 unique values
0 missing
Eig08_EA.ed.numeric39 unique values
0 missing
MPC04numeric33 unique values
0 missing
C.numeric44 unique values
0 missing
Eig08_EA.ri.numeric69 unique values
0 missing
MPC05numeric32 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig09_AEA.bo.numeric53 unique values
0 missing
MPC06numeric41 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig09_AEA.dm.numeric71 unique values
0 missing
MPC07numeric40 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig09_AEA.ed.numeric40 unique values
0 missing
MPC08numeric42 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig09_AEA.ri.numeric72 unique values
0 missing
MPC09numeric42 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig09_EAnumeric49 unique values
0 missing
MPC10numeric40 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig09_EA.bo.numeric52 unique values
0 missing
Mvnumeric48 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
MWnumeric80 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig09_EA.ed.numeric45 unique values
0 missing
MWC01numeric16 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig09_EA.ri.numeric73 unique values
0 missing
MWC02numeric27 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig10_AEA.bo.numeric41 unique values
0 missing
MWC03numeric38 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig10_AEA.ed.numeric44 unique values
0 missing
MWC04numeric49 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig10_AEA.ri.numeric62 unique values
0 missing
MWC05numeric50 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig10_EAnumeric48 unique values
0 missing
MWC06numeric48 unique values
0 missing
C.024numeric9 unique values
0 missing
Eig10_EA.bo.numeric33 unique values
0 missing
MWC07numeric48 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
MWC08numeric51 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig10_EA.ed.numeric45 unique values
0 missing
MWC09numeric47 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig10_EA.ri.numeric59 unique values
0 missing
MWC10numeric50 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig11_AEA.bo.numeric38 unique values
0 missing
N.numeric50 unique values
0 missing
C.029numeric3 unique values
0 missing
Eig11_AEA.dm.numeric61 unique values
0 missing
N.066numeric3 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig11_AEA.ed.numeric33 unique values
0 missing
N.068numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig11_AEA.ri.numeric42 unique values
0 missing
N.069numeric3 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig11_EAnumeric34 unique values
0 missing
N.070numeric4 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig11_EA.bo.numeric42 unique values
0 missing
N.071numeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig11_EA.ed.numeric32 unique values
0 missing
N.072numeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig11_EA.ri.numeric45 unique values
0 missing
N.073numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig12_AEA.bo.numeric42 unique values
0 missing
N.074numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig12_AEA.dm.numeric48 unique values
0 missing
N.075numeric5 unique values
0 missing
C.040numeric5 unique values
0 missing
Eig12_AEA.ed.numeric34 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig12_AEA.ri.numeric56 unique values
0 missing
NaaCHnumeric11 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig12_EAnumeric36 unique values
0 missing
NaaNnumeric5 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig12_EA.bo.numeric45 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
CATS2D_00_DDnumeric4 unique values
0 missing
Eig12_EA.ed.numeric34 unique values
0 missing
NaaOnumeric2 unique values
0 missing
CATS2D_00_DPnumeric4 unique values
0 missing
Eig12_EA.ri.numeric58 unique values
0 missing
NaaSnumeric2 unique values
0 missing
CATS2D_00_PPnumeric4 unique values
0 missing
Eig13_AEA.bo.numeric48 unique values
0 missing
NaasCnumeric6 unique values
0 missing
CATS2D_01_ANnumeric5 unique values
0 missing
Eig13_AEA.dm.numeric37 unique values
0 missing
NaasNnumeric2 unique values
0 missing
CATS2D_01_DNnumeric5 unique values
0 missing
Eig13_AEA.ed.numeric44 unique values
0 missing
nABnumeric8 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
Eig13_AEA.ri.numeric72 unique values
0 missing
nArCOnumeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig13_EAnumeric41 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eig13_EA.bo.numeric53 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
CATS2D_02_ALnumeric12 unique values
0 missing
Eig13_EA.ed.numeric45 unique values
0 missing
nArNH2numeric3 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig13_EA.ri.numeric71 unique values
0 missing
nArNHRnumeric4 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig14_AEA.bo.numeric48 unique values
0 missing
nArNR2numeric2 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Eig14_AEA.dm.numeric58 unique values
0 missing
nArOHnumeric2 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric46 unique values
0 missing
nArORnumeric2 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
Eig14_AEA.ri.numeric66 unique values
0 missing
nArXnumeric2 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig14_EAnumeric45 unique values
0 missing
nATnumeric18 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_EA.bo.numeric53 unique values
0 missing
nBMnumeric14 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
CATS2D_02_NLnumeric5 unique values
0 missing
Eig14_EA.ed.numeric49 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eig14_EA.ri.numeric61 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
Eig15_AEA.bo.numeric43 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
Eig15_AEA.dm.numeric49 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric46 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eig15_AEA.ri.numeric70 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eig15_EAnumeric45 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
Eig15_EA.bo.numeric50 unique values
0 missing
CATS2D_03_DNnumeric3 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
Eig15_EA.ed.numeric49 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eig15_EA.ri.numeric58 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
Eta_alphanumeric58 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_alpha_Anumeric28 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eta_Bnumeric33 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
Eta_B_Anumeric13 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
Eta_betanumeric46 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_beta_Anumeric59 unique values
0 missing
CATS2D_04_DAnumeric7 unique values
0 missing
Eta_betaPnumeric24 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_betaP_Anumeric51 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
Eta_betaSnumeric26 unique values
0 missing
CATS2D_04_DNnumeric4 unique values
0 missing
Eta_betaS_Anumeric36 unique values
0 missing
CATS2D_04_DPnumeric5 unique values
0 missing
Eta_Cnumeric90 unique values
0 missing
CATS2D_04_LLnumeric13 unique values
0 missing
Eta_C_Anumeric71 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
Eta_epsinumeric70 unique values
0 missing
CATS2D_04_NNnumeric3 unique values
0 missing
Eta_epsi_Anumeric56 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_Fnumeric90 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eta_F_Anumeric77 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
Eta_FLnumeric82 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
Eta_FL_Anumeric46 unique values
0 missing
CATS2D_05_ANnumeric5 unique values
0 missing
Eta_Lnumeric85 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_L_Anumeric46 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
Eta_sh_pnumeric51 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
Eta_sh_xnumeric12 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
Eta_sh_ynumeric59 unique values
0 missing
CATS2D_05_DNnumeric4 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS1enumeric75 unique values
0 missing
CATS2D_05_NNnumeric2 unique values
0 missing
GATS1inumeric79 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS1mnumeric64 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
GATS1pnumeric67 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS1snumeric65 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS1vnumeric71 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
GATS2enumeric72 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2inumeric78 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
GATS2mnumeric69 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS2pnumeric75 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS2snumeric62 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GATS2vnumeric75 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
GATS3enumeric77 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
GATS3inumeric76 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS3mnumeric73 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS3pnumeric76 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
GATS3snumeric74 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS3vnumeric75 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS4enumeric77 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4inumeric73 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS4mnumeric75 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS4pnumeric76 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS4snumeric78 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4vnumeric71 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
GATS5enumeric82 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
GATS5inumeric72 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
GATS5mnumeric73 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5pnumeric72 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GATS5snumeric83 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
95
Number of instances (rows) of the dataset.
NumberOfFeatures
703
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
702
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
0.39
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
7.65
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
169.11
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.67
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.11
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.01
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
3.06
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7.4
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.32
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.54
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
45.02
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
0.19
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.99
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
95
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.06
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
57586.63
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
8.16
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.66
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.75
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
9.75
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
0.98
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
15517.11
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.39
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.78
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-CHEMBL3171
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3171
0 runs - estimation_procedure: 50 times Clustering
Define a new task