Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997

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: CHEMBL2997 (TID: 12282), and it has 31 rows and 505 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.

507 features

pXC50 (target)numeric30 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
ATSC1inumeric28 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
ATSC2inumeric28 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
GATS6snumeric30 unique values
0 missing
ATSC5mnumeric30 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
ATSC5pnumeric30 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
Eig07_AEA.ed.numeric23 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
Eig07_EA.bo.numeric27 unique values
0 missing
CENTnumeric27 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
Chi1_EA.bo.numeric27 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
Chi1_EA.ri.numeric31 unique values
0 missing
Eig08_AEA.bo.numeric27 unique values
0 missing
CIDnumeric24 unique values
0 missing
Eig08_AEA.ed.numeric22 unique values
0 missing
CSInumeric27 unique values
0 missing
Eig08_EA.bo.numeric26 unique values
0 missing
D.Dtr07numeric27 unique values
0 missing
Eig08_EA.ed.numeric27 unique values
0 missing
D.Dtr10numeric27 unique values
0 missing
Eig09_AEA.ed.numeric25 unique values
0 missing
Dznumeric22 unique values
0 missing
Eta_Fnumeric31 unique values
0 missing
ECCnumeric27 unique values
0 missing
MATS1inumeric27 unique values
0 missing
Eig04_AEA.bo.numeric10 unique values
0 missing
MPC03numeric20 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
MPC07numeric22 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
MPC08numeric20 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
MPC09numeric20 unique values
0 missing
Eig04_EA.ri.numeric21 unique values
0 missing
MPC10numeric20 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
MWC02numeric19 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
MWC03numeric25 unique values
0 missing
Eig05_EA.ed.numeric18 unique values
0 missing
MWC04numeric27 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
MWC05numeric25 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
MWC06numeric27 unique values
0 missing
Eig06_EA.ri.numeric27 unique values
0 missing
MWC07numeric27 unique values
0 missing
Eig07_AEA.dm.numeric30 unique values
0 missing
MWC08numeric27 unique values
0 missing
Eig08_AEA.dm.numeric27 unique values
0 missing
MWC09numeric26 unique values
0 missing
Eig08_AEA.ri.numeric27 unique values
0 missing
MWC10numeric27 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
piPC03numeric23 unique values
0 missing
Eig08_EA.ri.numeric29 unique values
0 missing
piPC07numeric25 unique values
0 missing
Eig09_AEA.ri.numeric29 unique values
0 missing
piPC08numeric27 unique values
0 missing
Eig09_EAnumeric26 unique values
0 missing
piPC09numeric26 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
piPC10numeric27 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
Qindexnumeric8 unique values
0 missing
Eig09_EA.ri.numeric26 unique values
0 missing
SM02_AEA.bo.numeric24 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
SM02_AEA.ri.numeric20 unique values
0 missing
Eig11_AEA.dm.numeric25 unique values
0 missing
SM03_AEA.ri.numeric27 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
SM15_AEA.bo.numeric22 unique values
0 missing
Eig13_EA.ed.numeric23 unique values
0 missing
SM15_AEA.ri.numeric22 unique values
0 missing
Eig14_AEA.bo.numeric25 unique values
0 missing
SpAD_AEA.bo.numeric27 unique values
0 missing
Eig14_AEA.dm.numeric29 unique values
0 missing
SpAD_AEA.ri.numeric31 unique values
0 missing
Eig14_AEA.ed.numeric22 unique values
0 missing
SpAD_EAnumeric27 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
SpAD_EA.bo.numeric27 unique values
0 missing
Eig14_EAnumeric21 unique values
0 missing
SpAD_EA.ri.numeric31 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
SpMax1_Bh.e.numeric14 unique values
0 missing
Eig14_EA.ed.numeric23 unique values
0 missing
SpMax1_Bh.i.numeric14 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
SpMax2_Bh.e.numeric26 unique values
0 missing
Eig15_AEA.bo.numeric23 unique values
0 missing
SpMax2_Bh.i.numeric26 unique values
0 missing
Eig15_AEA.dm.numeric30 unique values
0 missing
SRW04numeric24 unique values
0 missing
Eig15_AEA.ed.numeric25 unique values
0 missing
TWCnumeric27 unique values
0 missing
Eig15_AEA.ri.numeric31 unique values
0 missing
X3numeric27 unique values
0 missing
Eig15_EAnumeric26 unique values
0 missing
X3solnumeric29 unique values
0 missing
Eig15_EA.bo.numeric27 unique values
0 missing
ZM1numeric19 unique values
0 missing
Eig15_EA.ed.numeric25 unique values
0 missing
ZM2numeric25 unique values
0 missing
Eig15_EA.ri.numeric30 unique values
0 missing
SpMAD_EA.bo.numeric23 unique values
0 missing
Eta_alphanumeric23 unique values
0 missing
MATS1pnumeric28 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
ATS1snumeric29 unique values
0 missing
GGI5numeric13 unique values
0 missing
ATS2vnumeric27 unique values
0 missing
GMTInumeric27 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
GMTIVnumeric29 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
IDDMnumeric23 unique values
0 missing
ATS3snumeric31 unique values
0 missing
IDETnumeric27 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
IDMTnumeric27 unique values
0 missing
ATS4enumeric31 unique values
0 missing
LPRSnumeric27 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Minumeric16 unique values
0 missing
ATS4pnumeric31 unique values
0 missing
MPC01numeric15 unique values
0 missing
ATS4snumeric31 unique values
0 missing
MWnumeric25 unique values
0 missing
ATS4vnumeric30 unique values
0 missing
MWC01numeric15 unique values
0 missing
ATS5inumeric27 unique values
0 missing
nBOnumeric15 unique values
0 missing
ATS7snumeric31 unique values
0 missing
nCnumeric13 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
nSKnumeric15 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Psi_e_0numeric31 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Psi_e_1numeric31 unique values
0 missing
ATSC4inumeric29 unique values
0 missing
Psi_i_0numeric28 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
Psi_i_1numeric29 unique values
0 missing
ATSC4pnumeric31 unique values
0 missing
Psi_i_snumeric28 unique values
0 missing
ATSC4vnumeric30 unique values
0 missing
RDCHInumeric27 unique values
0 missing
BBInumeric20 unique values
0 missing
RDSQnumeric27 unique values
0 missing
BLTA96numeric24 unique values
0 missing
S0Knumeric21 unique values
0 missing
BLTD48numeric24 unique values
0 missing
S1Knumeric25 unique values
0 missing
BLTF96numeric24 unique values
0 missing
SAtotnumeric28 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
SM02_AEA.dm.numeric24 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
SM03_AEA.dm.numeric26 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
SM04_AEA.ri.numeric26 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
SM08_AEA.dm.numeric21 unique values
0 missing
Chi0_EA.dm.numeric20 unique values
0 missing
SM08_AEA.ri.numeric23 unique values
0 missing
Chi1_AEA.bo.numeric27 unique values
0 missing
SM09_AEA.dm.numeric26 unique values
0 missing
Chi1_AEA.dm.numeric27 unique values
0 missing
SM09_AEA.ri.numeric23 unique values
0 missing
Chi1_AEA.ed.numeric27 unique values
0 missing
SM10_AEA.ri.numeric25 unique values
0 missing
Chi1_AEA.ri.numeric27 unique values
0 missing
SM12_AEA.bo.numeric19 unique values
0 missing
Chi1_EAnumeric27 unique values
0 missing
SM13_AEA.bo.numeric22 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
SM13_AEA.dm.numeric21 unique values
0 missing
D.Dtr05numeric27 unique values
0 missing
SM14_AEA.dm.numeric18 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
SMTInumeric27 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
SMTIVnumeric29 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
SpMAD_AEA.ri.numeric26 unique values
0 missing
Eig04_AEA.ed.numeric18 unique values
0 missing
SpMax3_Bh.v.numeric31 unique values
0 missing
Eig05_AEA.dm.numeric27 unique values
0 missing
SpMax4_Bh.m.numeric30 unique values
0 missing
Eig05_AEA.ed.numeric18 unique values
0 missing
SpMax4_Bh.p.numeric31 unique values
0 missing
Eig06_AEA.dm.numeric24 unique values
0 missing
SpMax4_Bh.v.numeric27 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
SpMax5_Bh.m.numeric29 unique values
0 missing
Eig06_EA.ed.numeric21 unique values
0 missing
SpMaxA_AEA.bo.numeric17 unique values
0 missing
Eig09_AEA.bo.numeric23 unique values
0 missing
SpMaxA_AEA.ed.numeric18 unique values
0 missing
Eig10_AEA.bo.numeric23 unique values
0 missing
SpMaxA_AEA.ri.numeric19 unique values
0 missing
Eig10_AEA.ed.numeric23 unique values
0 missing
SpMaxA_EA.bo.numeric15 unique values
0 missing
Eig10_AEA.ri.numeric23 unique values
0 missing
SpMaxA_EA.ri.numeric22 unique values
0 missing
Eig10_EAnumeric22 unique values
0 missing
SpMin2_Bh.e.numeric24 unique values
0 missing
Eig10_EA.bo.numeric23 unique values
0 missing
SpMin2_Bh.i.numeric22 unique values
0 missing
Eig10_EA.ed.numeric25 unique values
0 missing
SpMin3_Bh.e.numeric25 unique values
0 missing
Eig10_EA.ri.numeric23 unique values
0 missing
SpMin3_Bh.i.numeric24 unique values
0 missing
Eig11_AEA.bo.numeric27 unique values
0 missing
SpMin3_Bh.s.numeric21 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
SpMin4_Bh.e.numeric26 unique values
0 missing
Eig11_AEA.ri.numeric25 unique values
0 missing
SpMin4_Bh.i.numeric26 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
SpMin4_Bh.p.numeric25 unique values
0 missing
Eig11_EA.bo.numeric27 unique values
0 missing
SpMin8_Bh.m.numeric27 unique values
0 missing
Eig11_EA.ed.numeric27 unique values
0 missing
SpMin8_Bh.s.numeric22 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
SRW02numeric15 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
TIC1numeric27 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
UNIPnumeric24 unique values
0 missing
Eig12_AEA.ri.numeric28 unique values
0 missing
VvdwMGnumeric25 unique values
0 missing
Eig12_EAnumeric25 unique values
0 missing
VvdwZAZnumeric25 unique values
0 missing
Eig12_EA.bo.numeric25 unique values
0 missing
Vxnumeric25 unique values
0 missing
Eig12_EA.ed.numeric27 unique values
0 missing
X0numeric24 unique values
0 missing
Eig12_EA.ri.numeric28 unique values
0 missing
X0solnumeric25 unique values
0 missing
Eig13_AEA.bo.numeric23 unique values
0 missing
X1Madnumeric29 unique values
0 missing
Eig13_AEA.ed.numeric17 unique values
0 missing
X1solnumeric27 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
X2numeric27 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
X3vnumeric31 unique values
0 missing
Eig13_EA.bo.numeric21 unique values
0 missing
X4vnumeric31 unique values
0 missing
Eig13_EA.ri.numeric23 unique values
0 missing
X5vnumeric30 unique values
0 missing
Eta_betanumeric23 unique values
0 missing
XMODnumeric29 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
Xunumeric27 unique values
0 missing
Eta_Cnumeric31 unique values
0 missing
ZM1Kupnumeric28 unique values
0 missing
GATS6enumeric29 unique values
0 missing
ZM1MulPernumeric29 unique values
0 missing
GGI2numeric11 unique values
0 missing
LOCnumeric24 unique values
0 missing
GGI3numeric17 unique values
0 missing
PCDnumeric21 unique values
0 missing
GGI4numeric15 unique values
0 missing
SpMin7_Bh.e.numeric30 unique values
0 missing
GGI6numeric17 unique values
0 missing
SpMin7_Bh.i.numeric29 unique values
0 missing
GGI7numeric19 unique values
0 missing
SpMin7_Bh.p.numeric31 unique values
0 missing
GGI9numeric21 unique values
0 missing
SpMin7_Bh.v.numeric29 unique values
0 missing
MLOGPnumeric24 unique values
0 missing
ATS6pnumeric30 unique values
0 missing
MLOGP2numeric24 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
MPC02numeric20 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
MPC04numeric22 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
MPC05numeric20 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
MPC06numeric20 unique values
0 missing
ARRnumeric17 unique values
0 missing
ON0numeric22 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
piIDnumeric22 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
piPC01numeric17 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
piPC02numeric23 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
piPC04numeric24 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
piPC05numeric23 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
piPC06numeric23 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
Polnumeric19 unique values
0 missing
Eta_FLnumeric20 unique values
0 missing
P_VSA_s_4numeric11 unique values
0 missing
GATS1vnumeric28 unique values
0 missing
Ramnumeric6 unique values
0 missing
Mvnumeric23 unique values
0 missing
SCBOnumeric17 unique values
0 missing
NaasCnumeric3 unique values
0 missing
SM02_AEA.ed.numeric26 unique values
0 missing
nABnumeric4 unique values
0 missing
SM02_EAnumeric20 unique values
0 missing
nBMnumeric5 unique values
0 missing
SM02_EA.bo.numeric23 unique values
0 missing
nCarnumeric4 unique values
0 missing
SM02_EA.ed.numeric26 unique values
0 missing
nCICnumeric3 unique values
0 missing
SM02_EA.ri.numeric28 unique values
0 missing
nCIRnumeric4 unique values
0 missing
SM03_AEA.bo.numeric24 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
SM03_AEA.ed.numeric26 unique values
0 missing
NRSnumeric3 unique values
0 missing
SM04_AEA.bo.numeric26 unique values
0 missing
O.057numeric2 unique values
0 missing
SM04_AEA.dm.numeric22 unique values
0 missing
PDInumeric24 unique values
0 missing
SM04_AEA.ed.numeric27 unique values
0 missing
P_VSA_LogP_4numeric5 unique values
0 missing
SM04_EAnumeric25 unique values
0 missing
Rperimnumeric5 unique values
0 missing
SM04_EA.bo.numeric26 unique values
0 missing
SaasCnumeric30 unique values
0 missing
SM04_EA.ri.numeric27 unique values
0 missing
SdsNnumeric26 unique values
0 missing
SM05_AEA.bo.numeric26 unique values
0 missing
SdssCnumeric23 unique values
0 missing
SM05_AEA.dm.numeric25 unique values
0 missing
SM04_EA.ed.numeric27 unique values
0 missing
SM05_AEA.ed.numeric27 unique values
0 missing
SM07_AEA.bo.numeric27 unique values
0 missing
SM05_AEA.ri.numeric25 unique values
0 missing
SM07_AEA.ed.numeric26 unique values
0 missing
SM06_AEA.bo.numeric27 unique values
0 missing
SpMax1_Bh.s.numeric6 unique values
0 missing
SM06_AEA.dm.numeric25 unique values
0 missing
SpMin1_Bh.m.numeric26 unique values
0 missing
SM06_AEA.ed.numeric27 unique values
0 missing
SpMin1_Bh.v.numeric27 unique values
0 missing
SM06_AEA.ri.numeric27 unique values
0 missing
SpMin8_Bh.p.numeric28 unique values
0 missing
SM07_AEA.dm.numeric18 unique values
0 missing
TRSnumeric5 unique values
0 missing
SM07_AEA.ri.numeric27 unique values
0 missing
Ucnumeric5 unique values
0 missing
SM15_AEA.dm.numeric21 unique values
0 missing
Uinumeric5 unique values
0 missing
SNarnumeric22 unique values
0 missing
Vindexnumeric21 unique values
0 missing
SpAD_AEA.dm.numeric31 unique values
0 missing
Xindexnumeric24 unique values
0 missing
SpAD_AEA.ed.numeric27 unique values
0 missing
Yindexnumeric26 unique values
0 missing
SpAD_EA.ed.numeric27 unique values
0 missing
ATSC2vnumeric28 unique values
0 missing
SpDiam_AEA.dm.numeric27 unique values
0 missing
Eta_F_Anumeric29 unique values
0 missing
SpMax1_Bh.v.numeric20 unique values
0 missing
GGI8numeric20 unique values
0 missing
SpMax2_Bh.v.numeric24 unique values
0 missing
H.numeric22 unique values
0 missing
SpMax3_Bh.e.numeric28 unique values
0 missing
ON0Vnumeric26 unique values
0 missing
SpMax3_Bh.i.numeric27 unique values
0 missing
SpMax7_Bh.i.numeric24 unique values
0 missing
SpMax8_Bh.e.numeric28 unique values
0 missing
SpMin6_Bh.p.numeric28 unique values
0 missing
SpMax8_Bh.i.numeric24 unique values
0 missing
SpMin6_Bh.v.numeric28 unique values
0 missing
SpMax8_Bh.m.numeric30 unique values
0 missing
SpMin7_Bh.m.numeric30 unique values
0 missing
SpMax8_Bh.p.numeric26 unique values
0 missing
SpMin7_Bh.s.numeric28 unique values
0 missing
SpMax8_Bh.v.numeric24 unique values
0 missing
GATS8snumeric31 unique values
0 missing
SpMaxA_AEA.dm.numeric22 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
SpMax_AEA.dm.numeric17 unique values
0 missing
GATS2mnumeric27 unique values
0 missing
SpMin1_Bh.e.numeric27 unique values
0 missing
ATSC2pnumeric28 unique values
0 missing
SpMin1_Bh.i.numeric27 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
SpMin1_Bh.p.numeric26 unique values
0 missing
C.024numeric4 unique values
0 missing
SpMin2_Bh.m.numeric22 unique values
0 missing
C.025numeric3 unique values
0 missing
SpMin2_Bh.p.numeric20 unique values
0 missing
CIC0numeric24 unique values
0 missing
SpMin2_Bh.v.numeric16 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
SpMin8_Bh.e.numeric23 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
SpMin8_Bh.i.numeric23 unique values
0 missing
Eig03_EA.bo.numeric17 unique values
0 missing
SpMin8_Bh.v.numeric22 unique values
0 missing
Eig04_EA.bo.numeric7 unique values
0 missing
SRW06numeric26 unique values
0 missing
Eta_Lnumeric28 unique values
0 missing
SRW08numeric27 unique values
0 missing
GGI10numeric24 unique values
0 missing
SRW10numeric24 unique values
0 missing
IACnumeric24 unique values
0 missing
TIEnumeric31 unique values
0 missing
MDDDnumeric27 unique values
0 missing
TPCnumeric20 unique values
0 missing
Mpnumeric21 unique values
0 missing
Wapnumeric25 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
X4numeric27 unique values
0 missing
nBnznumeric3 unique values
0 missing
X4solnumeric29 unique values
0 missing
nCb.numeric3 unique values
0 missing
X5numeric27 unique values
0 missing
nCbHnumeric4 unique values
0 missing
X5solnumeric29 unique values
0 missing
nCsp2numeric4 unique values
0 missing
Xtnumeric22 unique values
0 missing
nR06numeric3 unique values
0 missing
ZM1Pernumeric29 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
ZM2Kupnumeric29 unique values
0 missing
SaaCHnumeric31 unique values
0 missing
ZM2MulPernumeric29 unique values
0 missing
SM06_EA.bo.numeric27 unique values
0 missing
ZM2Pernumeric29 unique values
0 missing
SM13_AEA.ri.numeric17 unique values
0 missing
ZM2Vnumeric27 unique values
0 missing
SM14_AEA.ri.numeric7 unique values
0 missing
GATS1inumeric26 unique values
0 missing
SpDiam_EA.bo.numeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
SpMAD_AEA.ed.numeric26 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
SpMax3_Bh.m.numeric31 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
SpMax3_Bh.p.numeric29 unique values
0 missing
PCRnumeric17 unique values
0 missing
SpMax7_Bh.m.numeric23 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
TIC0numeric24 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
X1vnumeric29 unique values
0 missing
GATS1pnumeric28 unique values
0 missing
X2solnumeric29 unique values
0 missing
ALOGPnumeric28 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
ALOGP2numeric28 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
AMRnumeric28 unique values
0 missing
ATS8inumeric31 unique values
0 missing
ATS1pnumeric28 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
ATS1vnumeric28 unique values
0 missing
ON1numeric25 unique values
0 missing
ATS2mnumeric28 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
MATS1vnumeric18 unique values
0 missing
ATS3enumeric27 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
ATS3inumeric28 unique values
0 missing
Eta_beta_Anumeric23 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
MSDnumeric27 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
ATS5mnumeric30 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
ATS6snumeric31 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
ATS8mnumeric31 unique values
0 missing
ATS8snumeric31 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
Number of instances (rows) of the dataset.
NumberOfFeatures
507
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
506
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
16.35
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.09
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
-0.1
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.41
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
73.96
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
-0.17
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.14
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.55
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
8.13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.24
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
19462.1
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
-0.72
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
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.15
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.67
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
2.67
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
0.13
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
10163.79
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.31
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.85
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
1.17
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
-0.87
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
149.47
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.39
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.16
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.26
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-CHEMBL2997
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2997
0 runs - estimation_procedure: 50 times Clustering
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