Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2593 (TID: 12855), and it has 58 rows and 739 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.

741 features

pXC50 (target)numeric40 unique values
0 missing
molecule_id (row identifier)nominal58 unique values
0 missing
ATS6snumeric55 unique values
0 missing
ATSC7vnumeric55 unique values
0 missing
TIC1numeric50 unique values
0 missing
ATSC4snumeric56 unique values
0 missing
ATSC8enumeric53 unique values
0 missing
ATS2pnumeric53 unique values
0 missing
ATSC6mnumeric56 unique values
0 missing
ATSC8inumeric53 unique values
0 missing
GGI9numeric37 unique values
0 missing
Eig03_EA.ri.numeric49 unique values
0 missing
ATSC8mnumeric56 unique values
0 missing
ATS3snumeric54 unique values
0 missing
Eig04_AEA.bo.numeric46 unique values
0 missing
ATSC8snumeric56 unique values
0 missing
ATSC4pnumeric54 unique values
0 missing
SpMin3_Bh.i.numeric45 unique values
0 missing
ATSC8vnumeric56 unique values
0 missing
ATSC5vnumeric56 unique values
0 missing
Eta_betaSnumeric35 unique values
0 missing
BACnumeric27 unique values
0 missing
Eta_Cnumeric56 unique values
0 missing
ATSC3vnumeric54 unique values
0 missing
BIC0numeric42 unique values
0 missing
Spnumeric52 unique values
0 missing
HVcpxnumeric45 unique values
0 missing
BIC1numeric45 unique values
0 missing
SpMin5_Bh.e.numeric45 unique values
0 missing
Eig04_EA.ed.numeric44 unique values
0 missing
BIC3numeric41 unique values
0 missing
Svnumeric52 unique values
0 missing
Eig07_AEA.bo.numeric40 unique values
0 missing
BIC4numeric39 unique values
0 missing
VvdwZAZnumeric52 unique values
0 missing
Eig07_EA.bo.numeric40 unique values
0 missing
BIC5numeric39 unique values
0 missing
SpMin4_Bh.v.numeric49 unique values
0 missing
Eig12_AEA.bo.numeric37 unique values
0 missing
BLInumeric48 unique values
0 missing
ATSC4inumeric54 unique values
0 missing
Eig12_AEA.dm.numeric38 unique values
0 missing
BLTA96numeric49 unique values
0 missing
SpMax5_Bh.e.numeric50 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
BLTD48numeric48 unique values
0 missing
SpMax5_Bh.i.numeric47 unique values
0 missing
Eig12_EA.bo.numeric41 unique values
0 missing
BLTF96numeric48 unique values
0 missing
SpMin6_Bh.v.numeric51 unique values
0 missing
Eig12_EA.ed.numeric37 unique values
0 missing
Br.094numeric2 unique values
0 missing
ATSC3pnumeric54 unique values
0 missing
Eig12_EA.ri.numeric46 unique values
0 missing
C.numeric35 unique values
0 missing
ATS1enumeric51 unique values
0 missing
Eig13_AEA.bo.numeric37 unique values
0 missing
C.001numeric5 unique values
0 missing
ATS3enumeric53 unique values
0 missing
Eig13_AEA.dm.numeric47 unique values
0 missing
C.002numeric10 unique values
0 missing
ATSC2inumeric53 unique values
0 missing
Eig13_AEA.ed.numeric39 unique values
0 missing
C.003numeric3 unique values
0 missing
ATSC3mnumeric54 unique values
0 missing
Eig13_EAnumeric36 unique values
0 missing
C.005numeric3 unique values
0 missing
ATSC4mnumeric56 unique values
0 missing
Eig13_EA.bo.numeric39 unique values
0 missing
C.006numeric8 unique values
0 missing
Eta_Lnumeric52 unique values
0 missing
Eig13_EA.ed.numeric39 unique values
0 missing
C.008numeric5 unique values
0 missing
S1Knumeric50 unique values
0 missing
Eig14_AEA.dm.numeric44 unique values
0 missing
C.011numeric2 unique values
0 missing
SpMin5_Bh.p.numeric48 unique values
0 missing
Eig14_AEA.ed.numeric41 unique values
0 missing
C.016numeric2 unique values
0 missing
SpMin5_Bh.v.numeric46 unique values
0 missing
Eig15_AEA.bo.numeric42 unique values
0 missing
C.021numeric2 unique values
0 missing
TIC2numeric52 unique values
0 missing
MPC04numeric35 unique values
0 missing
C.022numeric2 unique values
0 missing
TIC3numeric51 unique values
0 missing
MWC07numeric46 unique values
0 missing
C.024numeric9 unique values
0 missing
Eig04_EA.ri.numeric46 unique values
0 missing
MWC08numeric45 unique values
0 missing
C.025numeric5 unique values
0 missing
MAXDPnumeric54 unique values
0 missing
MWC09numeric45 unique values
0 missing
C.026numeric5 unique values
0 missing
SpMaxA_EA.ri.numeric34 unique values
0 missing
SM06_AEA.dm.numeric37 unique values
0 missing
C.027numeric3 unique values
0 missing
X4solnumeric47 unique values
0 missing
SM07_AEA.dm.numeric36 unique values
0 missing
C.028numeric3 unique values
0 missing
X5solnumeric48 unique values
0 missing
SM07_AEA.ri.numeric37 unique values
0 missing
C.029numeric2 unique values
0 missing
SpMin6_Bh.p.numeric49 unique values
0 missing
SM08_AEA.ri.numeric39 unique values
0 missing
C.033numeric2 unique values
0 missing
ATS6enumeric54 unique values
0 missing
SM13_AEA.dm.numeric44 unique values
0 missing
C.034numeric3 unique values
0 missing
ATS6inumeric54 unique values
0 missing
SpAD_AEA.bo.numeric48 unique values
0 missing
C.040numeric5 unique values
0 missing
ATSC5inumeric56 unique values
0 missing
TWCnumeric45 unique values
0 missing
C.041numeric2 unique values
0 missing
CSInumeric42 unique values
0 missing
GMTIVnumeric54 unique values
0 missing
C.042numeric2 unique values
0 missing
ECCnumeric41 unique values
0 missing
SMTIVnumeric54 unique values
0 missing
C.043numeric2 unique values
0 missing
Eta_epsinumeric52 unique values
0 missing
Eig07_AEA.ri.numeric53 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
IACnumeric51 unique values
0 missing
SM04_EA.ri.numeric52 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
P_VSA_i_3numeric46 unique values
0 missing
BIC2numeric45 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
SAtotnumeric52 unique values
0 missing
CIC2numeric51 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
SpMax4_Bh.i.numeric48 unique values
0 missing
SIC2numeric47 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
TIC0numeric51 unique values
0 missing
ZM1MulPernumeric54 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
UNIPnumeric38 unique values
0 missing
ZM2MulPernumeric54 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
SpMin4_Bh.p.numeric50 unique values
0 missing
ZM2Pernumeric54 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
ATS1pnumeric52 unique values
0 missing
ZM2Vnumeric48 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
SpMin2_Bh.i.numeric46 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
ATS1inumeric52 unique values
0 missing
VARnumeric36 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
ATS2enumeric49 unique values
0 missing
GGI8numeric36 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
ATS4enumeric52 unique values
0 missing
nNnumeric8 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
ATSC1inumeric52 unique values
0 missing
nCnumeric18 unique values
0 missing
CATS2D_02_LLnumeric18 unique values
0 missing
ISIZnumeric32 unique values
0 missing
SpMax7_Bh.m.numeric46 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
nATnumeric32 unique values
0 missing
ATS1snumeric51 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
nBTnumeric37 unique values
0 missing
BBInumeric29 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
ON0Vnumeric47 unique values
0 missing
BIDnumeric29 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
Senumeric52 unique values
0 missing
CENTnumeric45 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Sinumeric52 unique values
0 missing
Chi1_EA.ri.numeric55 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
TIC4numeric48 unique values
0 missing
CIDnumeric40 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
TIC5numeric48 unique values
0 missing
Eig05_AEA.ri.numeric45 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Chi0_EA.dm.numeric43 unique values
0 missing
Eig05_EAnumeric38 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
X2vnumeric56 unique values
0 missing
Eig11_AEA.ed.numeric39 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
Eig04_AEA.ri.numeric49 unique values
0 missing
IDDMnumeric43 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
SpMax3_Bh.p.numeric45 unique values
0 missing
IDETnumeric45 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
X4vnumeric56 unique values
0 missing
IDMnumeric44 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
Eig09_AEA.ri.numeric51 unique values
0 missing
LPRSnumeric46 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eig09_EA.ri.numeric48 unique values
0 missing
MPC02numeric29 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric52 unique values
0 missing
MWC02numeric31 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
X1Madnumeric52 unique values
0 missing
MWC03numeric38 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
X1Kupnumeric53 unique values
0 missing
MWC04numeric42 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
X1MulPernumeric52 unique values
0 missing
nSKnumeric21 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
X1Pernumeric54 unique values
0 missing
ON1numeric36 unique values
0 missing
CATS2D_04_LLnumeric13 unique values
0 missing
ATS5enumeric55 unique values
0 missing
Polnumeric28 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
SpMax4_Bh.e.numeric51 unique values
0 missing
S0Knumeric37 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
ATS2mnumeric51 unique values
0 missing
SM02_EAnumeric29 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
MWnumeric52 unique values
0 missing
SM13_AEA.bo.numeric38 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
XMODnumeric51 unique values
0 missing
SpAD_AEA.ed.numeric46 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
ATSC5mnumeric56 unique values
0 missing
SpAD_EAnumeric46 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
SpMin5_Bh.i.numeric48 unique values
0 missing
SpAD_EA.ed.numeric46 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
Eig07_EA.ri.numeric51 unique values
0 missing
SRW04numeric34 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
AMRnumeric53 unique values
0 missing
SRW06numeric39 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
Psi_e_1numeric56 unique values
0 missing
SRW08numeric45 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
SpMin6_Bh.e.numeric51 unique values
0 missing
X1numeric39 unique values
0 missing
CATS2D_06_ALnumeric14 unique values
0 missing
SpMin6_Bh.i.numeric49 unique values
0 missing
X1solnumeric42 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
ATS5inumeric55 unique values
0 missing
X3numeric45 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
Eig08_AEA.ri.numeric46 unique values
0 missing
Xunumeric46 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
Eig08_EAnumeric44 unique values
0 missing
ZM1numeric31 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
Eig08_EA.ri.numeric48 unique values
0 missing
ZM2numeric38 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
SM02_AEA.dm.numeric44 unique values
0 missing
ATS5snumeric56 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
SpMax4_Bh.m.numeric49 unique values
0 missing
ATS8pnumeric55 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
SpMax4_Bh.p.numeric51 unique values
0 missing
ATS8vnumeric55 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
Eig08_AEA.bo.numeric43 unique values
0 missing
ATSC5enumeric54 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
X3vnumeric54 unique values
0 missing
SpMin2_Bh.e.numeric44 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
X5vnumeric56 unique values
0 missing
Eig07_AEA.dm.numeric51 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
ATSC1mnumeric52 unique values
0 missing
Eig07_AEA.ed.numeric37 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
SpMin8_Bh.e.numeric40 unique values
0 missing
Eig07_EAnumeric42 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
SpMin8_Bh.v.numeric34 unique values
0 missing
Eig07_EA.ed.numeric43 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
ATS1mnumeric49 unique values
0 missing
Eig11_EA.ed.numeric38 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
X2solnumeric47 unique values
0 missing
Eta_Bnumeric30 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
ZM2Madnumeric53 unique values
0 missing
GGI5numeric38 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
SpMin5_Bh.m.numeric39 unique values
0 missing
SM02_AEA.ri.numeric43 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
SpMin6_Bh.s.numeric43 unique values
0 missing
SM05_AEA.bo.numeric45 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
SpMin7_Bh.s.numeric46 unique values
0 missing
SM06_AEA.ri.numeric38 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
ATSC5pnumeric56 unique values
0 missing
SM15_AEA.bo.numeric42 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
ATS3pnumeric52 unique values
0 missing
SpMax6_Bh.e.numeric37 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
Eig06_EA.ri.numeric51 unique values
0 missing
SpMax6_Bh.i.numeric40 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
ATS3vnumeric51 unique values
0 missing
SpMax6_Bh.p.numeric37 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
ATS4pnumeric56 unique values
0 missing
SpMax6_Bh.v.numeric36 unique values
0 missing
CATS2D_08_LLnumeric14 unique values
0 missing
ATS4vnumeric53 unique values
0 missing
TIEnumeric56 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
ATS2vnumeric53 unique values
0 missing
Eig04_AEA.ed.numeric45 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
ATSC1snumeric53 unique values
0 missing
Eig10_AEA.bo.numeric42 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
X1vnumeric53 unique values
0 missing
Eig10_EA.bo.numeric43 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
Chi1_EA.bo.numeric47 unique values
0 missing
piPC01numeric31 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
RDCHInumeric44 unique values
0 missing
SCBOnumeric31 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
Eig08_EA.ed.numeric44 unique values
0 missing
SpAD_EA.bo.numeric48 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
SM03_AEA.ri.numeric44 unique values
0 missing
SpMax7_Bh.p.numeric35 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
SpMin3_Bh.p.numeric38 unique values
0 missing
Eta_betanumeric37 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
SpMin3_Bh.v.numeric37 unique values
0 missing
Eta_FLnumeric48 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
X3solnumeric47 unique values
0 missing
piPC03numeric44 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
Eig06_AEA.ri.numeric49 unique values
0 missing
SssNHnumeric40 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
H.047numeric18 unique values
0 missing
Eig10_AEA.ri.numeric46 unique values
0 missing
Chi1_EA.dm.numeric45 unique values
0 missing
DECCnumeric41 unique values
0 missing
Eig10_EA.ri.numeric45 unique values
0 missing
CIC0numeric50 unique values
0 missing
SpMax8_Bh.p.numeric43 unique values
0 missing
Eig11_EAnumeric34 unique values
0 missing
CIC1numeric50 unique values
0 missing
SpMax8_Bh.v.numeric43 unique values
0 missing
Eig11_EA.bo.numeric32 unique values
0 missing
CIC3numeric51 unique values
0 missing
SpMin8_Bh.p.numeric37 unique values
0 missing
SM05_AEA.dm.numeric34 unique values
0 missing
CIC4numeric46 unique values
0 missing
ATS2snumeric55 unique values
0 missing
SpMax8_Bh.m.numeric42 unique values
0 missing
CIC5numeric46 unique values
0 missing
ATS4snumeric55 unique values
0 missing
SpMin3_Bh.e.numeric43 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Eig06_EAnumeric41 unique values
0 missing
GATS1inumeric50 unique values
0 missing
Cl.090numeric2 unique values
0 missing
Eig08_AEA.ed.numeric40 unique values
0 missing
ATS7mnumeric53 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Eig12_AEA.ed.numeric32 unique values
0 missing
ATS8mnumeric54 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ON0numeric35 unique values
0 missing
SpMaxA_AEA.dm.numeric29 unique values
0 missing
cRo5numeric2 unique values
0 missing
SdOnumeric49 unique values
0 missing
ATSC1pnumeric52 unique values
0 missing
DBInumeric24 unique values
0 missing
SM02_AEA.ed.numeric38 unique values
0 missing
D.Dtr05numeric32 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
SM04_EAnumeric38 unique values
0 missing
Eig03_EAnumeric40 unique values
0 missing
D.Dtr10numeric12 unique values
0 missing
SM14_AEA.bo.numeric41 unique values
0 missing
Eig06_AEA.ed.numeric39 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
SpMax5_Bh.p.numeric49 unique values
0 missing
Eig06_EA.ed.numeric41 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SpMax5_Bh.v.numeric51 unique values
0 missing
IC4numeric47 unique values
0 missing
DLS_01numeric4 unique values
0 missing
VvdwMGnumeric52 unique values
0 missing
IC5numeric47 unique values
0 missing
DLS_02numeric5 unique values
0 missing
Vxnumeric52 unique values
0 missing
Psi_i_snumeric52 unique values
0 missing
DLS_03numeric5 unique values
0 missing
X0numeric35 unique values
0 missing
SM02_AEA.bo.numeric39 unique values
0 missing
DLS_04numeric5 unique values
0 missing
X0solnumeric38 unique values
0 missing
SM11_AEA.bo.numeric40 unique values
0 missing
DLS_05numeric3 unique values
0 missing
X0vnumeric52 unique values
0 missing
SM15_AEA.dm.numeric41 unique values
0 missing
DLS_06numeric4 unique values
0 missing
X2numeric45 unique values
0 missing
SpMax3_Bh.e.numeric42 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ZM1Madnumeric52 unique values
0 missing
SpMax3_Bh.v.numeric41 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
S2Knumeric50 unique values
0 missing
SpMax7_Bh.i.numeric39 unique values
0 missing
Eig01_AEA.bo.numeric24 unique values
0 missing
Chi0_AEA.bo.numeric39 unique values
0 missing
SpMax8_Bh.s.numeric48 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
Chi0_AEA.dm.numeric39 unique values
0 missing
SpMin7_Bh.p.numeric46 unique values
0 missing
Eig01_AEA.ed.numeric23 unique values
0 missing
Chi0_AEA.ed.numeric39 unique values
0 missing
SpMin7_Bh.v.numeric46 unique values
0 missing
Eig01_AEA.ri.numeric27 unique values
0 missing
Chi0_AEA.ri.numeric39 unique values
0 missing
SRW10numeric44 unique values
0 missing
Eig01_EAnumeric26 unique values
0 missing
Chi0_EAnumeric39 unique values
0 missing
SM06_EA.ri.numeric54 unique values
0 missing
Eig01_EA.bo.numeric19 unique values
0 missing
Chi0_EA.bo.numeric45 unique values
0 missing
MATS6inumeric53 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
Chi0_EA.ed.numeric45 unique values
0 missing
SpMin4_Bh.m.numeric43 unique values
0 missing
Eig01_EA.ed.numeric26 unique values
0 missing
Chi0_EA.ri.numeric53 unique values
0 missing
Eig06_AEA.bo.numeric44 unique values
0 missing
Eig01_EA.ri.numeric29 unique values
0 missing
Chi1_AEA.bo.numeric43 unique values
0 missing
Eig06_EA.bo.numeric37 unique values
0 missing
Eig02_AEA.bo.numeric26 unique values
0 missing
Chi1_AEA.dm.numeric43 unique values
0 missing
ZM2Kupnumeric53 unique values
0 missing
Eig02_AEA.dm.numeric27 unique values
0 missing
Chi1_AEA.ed.numeric43 unique values
0 missing
MATS5snumeric53 unique values
0 missing
Eig02_AEA.ed.numeric26 unique values
0 missing
Chi1_AEA.ri.numeric43 unique values
0 missing
DELSnumeric56 unique values
0 missing
Eig02_AEA.ri.numeric38 unique values
0 missing
Chi1_EAnumeric43 unique values
0 missing
Eig03_AEA.ri.numeric47 unique values
0 missing
Eig02_EAnumeric33 unique values
0 missing
Chi1_EA.ed.numeric46 unique values
0 missing
nHetnumeric11 unique values
0 missing
Eig02_EA.bo.numeric28 unique values
0 missing
Eig09_AEA.ed.numeric39 unique values
0 missing
SM03_AEA.bo.numeric42 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
Eig09_EAnumeric42 unique values
0 missing
SpAD_EA.ri.numeric55 unique values
0 missing
Eig02_EA.ed.numeric30 unique values
0 missing
Eig09_EA.ed.numeric44 unique values
0 missing
Eig05_EA.bo.numeric41 unique values
0 missing
Eig02_EA.ri.numeric41 unique values
0 missing
Eig10_AEA.ed.numeric44 unique values
0 missing
Eta_Fnumeric56 unique values
0 missing
Eig03_AEA.dm.numeric49 unique values
0 missing
Eig11_AEA.ri.numeric45 unique values
0 missing
SM15_AEA.ri.numeric41 unique values
0 missing
Eig03_AEA.ed.numeric40 unique values
0 missing
Eig11_EA.ri.numeric43 unique values
0 missing
ZM1Pernumeric53 unique values
0 missing
Eig03_EA.bo.numeric40 unique values
0 missing
Eig12_AEA.ri.numeric50 unique values
0 missing
ZM1Vnumeric47 unique values
0 missing
Eig03_EA.dm.numeric10 unique values
0 missing
Eig13_AEA.ri.numeric48 unique values
0 missing
D.Dtr06numeric44 unique values
0 missing
Eig03_EA.ed.numeric41 unique values
0 missing
Eig13_EA.ri.numeric49 unique values
0 missing
Eig11_AEA.bo.numeric33 unique values
0 missing
Eig04_AEA.dm.numeric49 unique values
0 missing
Eig14_EAnumeric42 unique values
0 missing
Eig15_AEA.dm.numeric46 unique values
0 missing
Eig04_EA.bo.numeric41 unique values
0 missing
Eig14_EA.bo.numeric46 unique values
0 missing
Eig15_AEA.ed.numeric36 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
Eig14_EA.ed.numeric43 unique values
0 missing
Eig15_AEA.ri.numeric47 unique values
0 missing
Eig05_AEA.bo.numeric40 unique values
0 missing
Eig14_EA.ri.numeric52 unique values
0 missing
Eig15_EAnumeric41 unique values
0 missing
Eig05_AEA.dm.numeric47 unique values
0 missing
HDcpxnumeric39 unique values
0 missing
Eig15_EA.bo.numeric46 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
MPC03numeric32 unique values
0 missing
Eig15_EA.ed.numeric42 unique values
0 missing
Eig06_AEA.dm.numeric49 unique values
0 missing
RDSQnumeric46 unique values
0 missing
Eig15_EA.ri.numeric49 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
SM03_AEA.dm.numeric42 unique values
0 missing
IVDMnumeric30 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
SM04_AEA.ri.numeric44 unique values
0 missing
MPC01numeric23 unique values
0 missing
Eig08_AEA.dm.numeric47 unique values
0 missing
SM08_AEA.dm.numeric42 unique values
0 missing
MWC01numeric23 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
SM09_AEA.ri.numeric43 unique values
0 missing
nBOnumeric23 unique values
0 missing
Eig09_AEA.dm.numeric47 unique values
0 missing
SNarnumeric32 unique values
0 missing
SM09_AEA.dm.numeric41 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
SpMaxA_AEA.bo.numeric35 unique values
0 missing
SM10_AEA.ri.numeric42 unique values
0 missing
Eig10_AEA.dm.numeric42 unique values
0 missing
SpMaxA_AEA.ed.numeric35 unique values
0 missing
SpMin2_Bh.v.numeric45 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
SpMaxA_AEA.ri.numeric36 unique values
0 missing
SRW02numeric23 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
SpMaxA_EAnumeric34 unique values
0 missing
SM02_EA.ri.numeric50 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
SpMaxA_EA.bo.numeric36 unique values
0 missing
ATSC6enumeric52 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
SpMaxA_EA.ed.numeric35 unique values
0 missing
Eig09_AEA.bo.numeric32 unique values
0 missing
Eig14_AEA.bo.numeric38 unique values
0 missing
TPCnumeric43 unique values
0 missing
Eig09_EA.bo.numeric34 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
Wapnumeric43 unique values
0 missing
Eig10_EAnumeric38 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
X4numeric46 unique values
0 missing
Eig10_EA.ed.numeric42 unique values
0 missing
Eta_alpha_Anumeric30 unique values
0 missing
X5numeric44 unique values
0 missing
MWC05numeric45 unique values
0 missing
Eta_B_Anumeric18 unique values
0 missing
Xtnumeric30 unique values
0 missing
MWC06numeric45 unique values
0 missing
Eta_beta_Anumeric47 unique values
0 missing
S3Knumeric51 unique values
0 missing
piPC02numeric37 unique values
0 missing
Eta_betaPnumeric17 unique values
0 missing
Uindexnumeric46 unique values
0 missing
P_VSA_s_4numeric34 unique values
0 missing
Eta_betaP_Anumeric40 unique values
0 missing
ATSC2enumeric49 unique values
0 missing
Qindexnumeric14 unique values
0 missing
Eta_betaS_Anumeric41 unique values
0 missing
ATS1vnumeric51 unique values
0 missing
SM02_EA.bo.numeric37 unique values
0 missing
Eta_C_Anumeric51 unique values
0 missing
Eig05_EA.ri.numeric46 unique values
0 missing
SM04_AEA.dm.numeric38 unique values
0 missing
Eta_epsi_Anumeric39 unique values
0 missing
Eta_alphanumeric43 unique values
0 missing
SM05_AEA.ri.numeric42 unique values
0 missing
Eta_F_Anumeric51 unique values
0 missing
Psi_i_0numeric52 unique values
0 missing
SpMax3_Bh.i.numeric47 unique values
0 missing
Eta_FL_Anumeric43 unique values
0 missing
Psi_i_1numeric53 unique values
0 missing
Eig03_AEA.bo.numeric41 unique values
0 missing
Eta_L_Anumeric42 unique values
0 missing
SpAD_AEA.dm.numeric55 unique values
0 missing
SM05_AEA.ed.numeric45 unique values
0 missing
Eta_sh_pnumeric43 unique values
0 missing
SpAD_AEA.ri.numeric55 unique values
0 missing
ATSC6snumeric56 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
ATS4inumeric54 unique values
0 missing
ATSC5snumeric56 unique values
0 missing
Eta_sh_ynumeric44 unique values
0 missing
ATSC4vnumeric54 unique values
0 missing
GGI6numeric42 unique values
0 missing
F.084numeric2 unique values
0 missing
ICRnumeric38 unique values
0 missing
nHAccnumeric10 unique values
0 missing
GATS1enumeric43 unique values
0 missing
MDDDnumeric46 unique values
0 missing
SpMax7_Bh.e.numeric41 unique values
0 missing
GATS1mnumeric52 unique values
0 missing
SpMin8_Bh.i.numeric40 unique values
0 missing
SpMax7_Bh.v.numeric35 unique values
0 missing
GATS1pnumeric50 unique values
0 missing
SpMin4_Bh.e.numeric51 unique values
0 missing
ATSC6inumeric52 unique values
0 missing
GATS1snumeric47 unique values
0 missing
AECCnumeric40 unique values
0 missing
SpMin2_Bh.p.numeric45 unique values
0 missing
GATS1vnumeric50 unique values
0 missing
ATS2inumeric52 unique values
0 missing
ATS6vnumeric55 unique values
0 missing
GATS2enumeric50 unique values
0 missing
IDEnumeric44 unique values
0 missing
ATSC2pnumeric53 unique values
0 missing
GATS2inumeric48 unique values
0 missing
MSDnumeric46 unique values
0 missing
Eig11_AEA.dm.numeric43 unique values
0 missing
GATS2mnumeric46 unique values
0 missing
SpMax8_Bh.e.numeric40 unique values
0 missing
ATS7snumeric55 unique values
0 missing
GATS2pnumeric47 unique values
0 missing
SpMax8_Bh.i.numeric43 unique values
0 missing
TPSA.Tot.numeric27 unique values
0 missing
GATS2snumeric50 unique values
0 missing
SpMin7_Bh.m.numeric37 unique values
0 missing
NNRSnumeric4 unique values
0 missing
GATS2vnumeric49 unique values
0 missing
SpMin8_Bh.s.numeric42 unique values
0 missing
Rbridnumeric2 unique values
0 missing
GATS3enumeric49 unique values
0 missing
ATS3mnumeric54 unique values
0 missing
RCInumeric5 unique values
0 missing
GATS3inumeric49 unique values
0 missing
Dznumeric43 unique values
0 missing
RFDnumeric5 unique values
0 missing
GATS3mnumeric51 unique values
0 missing
Psi_e_0numeric56 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
GATS3pnumeric47 unique values
0 missing
ATS3inumeric53 unique values
0 missing
PW5numeric28 unique values
0 missing
GATS3snumeric51 unique values
0 missing
ATSC2mnumeric53 unique values
0 missing
SaaaCnumeric27 unique values
0 missing
GATS3vnumeric49 unique values
0 missing
SM03_EA.dm.numeric6 unique values
0 missing
ATSC1vnumeric52 unique values
0 missing
GATS4enumeric54 unique values
0 missing
SM05_EA.dm.numeric8 unique values
0 missing
ATS7vnumeric54 unique values
0 missing
GATS4inumeric50 unique values
0 missing
SM07_EA.dm.numeric8 unique values
0 missing
ATSC8pnumeric56 unique values
0 missing
GATS4mnumeric51 unique values
0 missing
SM09_EA.dm.numeric8 unique values
0 missing
N.numeric39 unique values
0 missing
GATS4pnumeric53 unique values
0 missing
SM11_EA.dm.numeric8 unique values
0 missing
ATSC6pnumeric56 unique values
0 missing
GATS4snumeric51 unique values
0 missing
SM13_EA.dm.numeric8 unique values
0 missing
ATS7pnumeric54 unique values
0 missing
GATS4vnumeric52 unique values
0 missing
SM15_EA.dm.numeric8 unique values
0 missing
AACnumeric48 unique values
0 missing
SpMin5_Bh.s.numeric35 unique values
0 missing
ALOGPnumeric53 unique values
0 missing
SpMin7_Bh.e.numeric44 unique values
0 missing
ALOGP2numeric53 unique values
0 missing
SpMin4_Bh.i.numeric50 unique values
0 missing
AMWnumeric51 unique values
0 missing
SpMin7_Bh.i.numeric37 unique values
0 missing
ARRnumeric31 unique values
0 missing
GMTInumeric46 unique values
0 missing
ATS4mnumeric53 unique values
0 missing
IDMTnumeric46 unique values
0 missing
ATS5mnumeric56 unique values
0 missing
SMTInumeric46 unique values
0 missing
ATS5pnumeric56 unique values
0 missing
SpMax4_Bh.v.numeric53 unique values
0 missing
ATS5vnumeric56 unique values
0 missing
P_VSA_m_2numeric52 unique values
0 missing
ATS6mnumeric55 unique values
0 missing
SM04_AEA.bo.numeric43 unique values
0 missing
ATS6pnumeric54 unique values
0 missing
SM05_EA.ri.numeric45 unique values
0 missing
ATS7enumeric55 unique values
0 missing
Eig04_EAnumeric40 unique values
0 missing
ATS7inumeric55 unique values
0 missing
Eig05_AEA.ed.numeric43 unique values
0 missing
ATS8enumeric54 unique values
0 missing
Eig05_EA.ed.numeric44 unique values
0 missing
ATS8inumeric53 unique values
0 missing
Eig08_EA.bo.numeric43 unique values
0 missing
ATS8snumeric54 unique values
0 missing
GGI1numeric16 unique values
0 missing
ATSC1enumeric39 unique values
0 missing
GGI10numeric29 unique values
0 missing
ATSC2snumeric56 unique values
0 missing
GGI2numeric16 unique values
0 missing
ATSC2vnumeric53 unique values
0 missing
Ramnumeric12 unique values
0 missing
ATSC3enumeric51 unique values
0 missing
SM02_EA.ed.numeric40 unique values
0 missing
ATSC3snumeric56 unique values
0 missing
SM03_AEA.ed.numeric37 unique values
0 missing
ATSC4enumeric55 unique values
0 missing
SM03_EA.ri.numeric35 unique values
0 missing
ATSC6vnumeric56 unique values
0 missing
SM04_AEA.ed.numeric42 unique values
0 missing
ATSC7enumeric54 unique values
0 missing
SM12_AEA.bo.numeric40 unique values
0 missing
ATSC7inumeric56 unique values
0 missing
SM14_AEA.dm.numeric44 unique values
0 missing
ATSC7mnumeric56 unique values
0 missing
SPInumeric46 unique values
0 missing
ATSC7pnumeric56 unique values
0 missing
ON1Vnumeric50 unique values
0 missing
ATSC7snumeric56 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
58
Number of instances (rows) of the dataset.
NumberOfFeatures
741
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
740
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
12.78
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.69
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
0.87
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.02
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
201.17
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
0.39
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.07
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.56
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
58
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.42
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
34973.5
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.59
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
7.42
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.59
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.62
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.44
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
38760.47
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.44
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
3.1
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
0.86
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
3.94
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
199.86
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.18
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.12
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.28
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-CHEMBL2593
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2593
0 runs - estimation_procedure: 50 times Clustering
Define a new task