Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381

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: CHEMBL1250381 (TID: 103514), and it has 31 rows and 757 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.

759 features

pXC50 (target)numeric7 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
X1Anumeric14 unique values
0 missing
NdOnumeric3 unique values
0 missing
Eta_F_Anumeric28 unique values
0 missing
X1Kupnumeric25 unique values
0 missing
O.058numeric3 unique values
0 missing
SdOnumeric30 unique values
0 missing
X1MulPernumeric26 unique values
0 missing
SM11_EAnumeric21 unique values
0 missing
SM09_EAnumeric21 unique values
0 missing
X1Pernumeric28 unique values
0 missing
SM12_EAnumeric20 unique values
0 missing
SM10_AEA.ed.numeric21 unique values
0 missing
X5numeric21 unique values
0 missing
SM13_EAnumeric21 unique values
0 missing
SM10_EAnumeric20 unique values
0 missing
X5solnumeric24 unique values
0 missing
SM14_AEA.ed.numeric20 unique values
0 missing
SM11_AEA.ed.numeric21 unique values
0 missing
ZM2Madnumeric24 unique values
0 missing
SM15_AEA.ed.numeric20 unique values
0 missing
SM12_AEA.ed.numeric21 unique values
0 missing
MATS5snumeric26 unique values
0 missing
SpMax7_Bh.p.numeric18 unique values
0 missing
SpMAD_AEA.ed.numeric19 unique values
0 missing
PW3numeric19 unique values
0 missing
SpMin1_Bh.s.numeric10 unique values
0 missing
SpMAD_EA.ed.numeric21 unique values
0 missing
PW4numeric19 unique values
0 missing
SsssCHnumeric26 unique values
0 missing
X3Anumeric14 unique values
0 missing
SM08_EA.bo.numeric22 unique values
0 missing
TIC4numeric23 unique values
0 missing
ATSC4snumeric31 unique values
0 missing
Eig02_AEA.ri.numeric27 unique values
0 missing
X1vnumeric25 unique values
0 missing
C.numeric16 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
XMODnumeric24 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
MATS6vnumeric28 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
ATS8vnumeric28 unique values
0 missing
GATS7mnumeric28 unique values
0 missing
H.051numeric2 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
C.016numeric3 unique values
0 missing
MPC04numeric18 unique values
0 missing
ATSC3vnumeric23 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
JGI8numeric8 unique values
0 missing
MPC08numeric17 unique values
0 missing
ATSC8vnumeric28 unique values
0 missing
MATS2inumeric18 unique values
0 missing
MPC09numeric19 unique values
0 missing
BLInumeric23 unique values
0 missing
MATS2mnumeric17 unique values
0 missing
MWC07numeric21 unique values
0 missing
Eig03_AEA.ri.numeric23 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
MWC08numeric20 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
nR.Csnumeric4 unique values
0 missing
MWC09numeric21 unique values
0 missing
Eig03_EA.bo.numeric22 unique values
0 missing
SdsCHnumeric9 unique values
0 missing
MWC10numeric21 unique values
0 missing
Eig03_EA.ri.numeric27 unique values
0 missing
SpMin2_Bh.e.numeric11 unique values
0 missing
PCDnumeric22 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
X0Anumeric11 unique values
0 missing
piIDnumeric22 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
SpAD_AEA.ed.numeric21 unique values
0 missing
piPC03numeric18 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
SpMax3_Bh.v.numeric11 unique values
0 missing
piPC04numeric22 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
Chi0_EA.bo.numeric18 unique values
0 missing
piPC08numeric22 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
GMTInumeric21 unique values
0 missing
RBFnumeric15 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
IDMTnumeric21 unique values
0 missing
SM03_EA.ed.numeric16 unique values
0 missing
Eig05_EA.ri.numeric21 unique values
0 missing
MATS5mnumeric29 unique values
0 missing
SM04_EA.bo.numeric17 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
ON1numeric16 unique values
0 missing
SM04_EA.ed.numeric21 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
SMTInumeric21 unique values
0 missing
SM05_EA.ed.numeric21 unique values
0 missing
GATS1pnumeric19 unique values
0 missing
Eig02_EA.ri.numeric28 unique values
0 missing
SM05_EA.ri.numeric23 unique values
0 missing
GATS1snumeric24 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
SM06_EA.bo.numeric22 unique values
0 missing
GATS1vnumeric17 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
SM06_EA.ed.numeric20 unique values
0 missing
GATS2pnumeric17 unique values
0 missing
nNnumeric5 unique values
0 missing
SM07_AEA.ed.numeric21 unique values
0 missing
GATS2vnumeric17 unique values
0 missing
ZM1Madnumeric18 unique values
0 missing
SM07_EAnumeric21 unique values
0 missing
GGI5numeric17 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
SM08_AEA.ed.numeric21 unique values
0 missing
GNarnumeric13 unique values
0 missing
BBInumeric12 unique values
0 missing
SM08_EAnumeric21 unique values
0 missing
IC4numeric23 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
SM09_AEA.ed.numeric20 unique values
0 missing
MATS6pnumeric30 unique values
0 missing
Chi0_EA.dm.numeric25 unique values
0 missing
SpMax1_Bh.e.numeric20 unique values
0 missing
MPC06numeric15 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
SpMax1_Bh.i.numeric20 unique values
0 missing
MPC10numeric20 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
SpMax2_Bh.p.numeric17 unique values
0 missing
Mvnumeric16 unique values
0 missing
Eig05_AEA.dm.numeric31 unique values
0 missing
SRW10numeric21 unique values
0 missing
NaasCnumeric6 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
TWCnumeric21 unique values
0 missing
nABnumeric5 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
nBMnumeric7 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
Eig02_AEA.ed.numeric18 unique values
0 missing
nCarnumeric6 unique values
0 missing
Eig07_AEA.ri.numeric23 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
nCICnumeric3 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
nCIRnumeric5 unique values
0 missing
Eig07_EA.ri.numeric25 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
nCsp2numeric7 unique values
0 missing
Eig08_AEA.dm.numeric20 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
nR06numeric3 unique values
0 missing
Eig09_AEA.bo.numeric17 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
nROHnumeric4 unique values
0 missing
Eig09_EA.bo.numeric14 unique values
0 missing
Eta_FLnumeric25 unique values
0 missing
NsOHnumeric4 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
GGI6numeric15 unique values
0 missing
O.056numeric3 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
MATS5enumeric23 unique values
0 missing
PDInumeric15 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
MPC03numeric17 unique values
0 missing
piPC05numeric19 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
MWC04numeric20 unique values
0 missing
piPC06numeric22 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
MWC05numeric21 unique values
0 missing
P_VSA_e_1numeric11 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
MWC06numeric21 unique values
0 missing
P_VSA_e_2numeric17 unique values
0 missing
GATS5enumeric30 unique values
0 missing
SM02_AEA.ed.numeric17 unique values
0 missing
P_VSA_i_2numeric17 unique values
0 missing
MPC02numeric12 unique values
0 missing
SM02_EA.ed.numeric21 unique values
0 missing
P_VSA_i_3numeric17 unique values
0 missing
MWC02numeric13 unique values
0 missing
SM03_AEA.ed.numeric17 unique values
0 missing
P_VSA_LogP_7numeric14 unique values
0 missing
nCb.numeric6 unique values
0 missing
SM04_AEA.bo.numeric18 unique values
0 missing
P_VSA_m_1numeric11 unique values
0 missing
nHAccnumeric5 unique values
0 missing
SM04_AEA.ed.numeric19 unique values
0 missing
P_VSA_m_2numeric17 unique values
0 missing
nHetnumeric6 unique values
0 missing
SM04_EAnumeric17 unique values
0 missing
P_VSA_MR_1numeric11 unique values
0 missing
NNRSnumeric3 unique values
0 missing
SM04_EA.ri.numeric22 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
nR09numeric3 unique values
0 missing
SM05_AEA.bo.numeric18 unique values
0 missing
P_VSA_MR_6numeric16 unique values
0 missing
piPC01numeric13 unique values
0 missing
SM05_AEA.ed.numeric20 unique values
0 missing
P_VSA_p_1numeric12 unique values
0 missing
piPC09numeric21 unique values
0 missing
SM05_EAnumeric15 unique values
0 missing
P_VSA_s_2numeric11 unique values
0 missing
piPC10numeric22 unique values
0 missing
SM05_EA.bo.numeric18 unique values
0 missing
P_VSA_s_4numeric15 unique values
0 missing
P_VSA_LogP_2numeric6 unique values
0 missing
SM06_AEA.bo.numeric18 unique values
0 missing
P_VSA_v_1numeric11 unique values
0 missing
P_VSA_MR_8numeric5 unique values
0 missing
SM06_AEA.ed.numeric21 unique values
0 missing
Qindexnumeric10 unique values
0 missing
P_VSA_p_3numeric17 unique values
0 missing
SM06_EAnumeric21 unique values
0 missing
Rperimnumeric7 unique values
0 missing
P_VSA_s_3numeric16 unique values
0 missing
SM06_EA.ri.numeric29 unique values
0 missing
SaasCnumeric30 unique values
0 missing
P_VSA_v_3numeric17 unique values
0 missing
SM07_AEA.bo.numeric22 unique values
0 missing
SAdonnumeric7 unique values
0 missing
Rbridnumeric3 unique values
0 missing
SM07_EA.bo.numeric22 unique values
0 missing
SAtotnumeric17 unique values
0 missing
RCInumeric4 unique values
0 missing
SM08_AEA.bo.numeric22 unique values
0 missing
SM09_EA.bo.numeric22 unique values
0 missing
RFDnumeric4 unique values
0 missing
SM10_AEA.bo.numeric21 unique values
0 missing
SM10_EA.bo.numeric21 unique values
0 missing
S.107numeric3 unique values
0 missing
SM11_AEA.dm.numeric20 unique values
0 missing
SM11_AEA.bo.numeric19 unique values
0 missing
SCBOnumeric13 unique values
0 missing
SRW06numeric17 unique values
0 missing
SM13_AEA.bo.numeric16 unique values
0 missing
SM02_EAnumeric12 unique values
0 missing
SRW08numeric20 unique values
0 missing
SM13_AEA.ri.numeric22 unique values
0 missing
SM02_EA.ri.numeric18 unique values
0 missing
X4numeric21 unique values
0 missing
SM14_AEA.dm.numeric21 unique values
0 missing
SM15_AEA.bo.numeric16 unique values
0 missing
X4solnumeric24 unique values
0 missing
SM15_AEA.ri.numeric22 unique values
0 missing
SpAD_AEA.ri.numeric29 unique values
0 missing
X4vnumeric31 unique values
0 missing
SpMax2_Bh.v.numeric16 unique values
0 missing
SpAD_EAnumeric21 unique values
0 missing
ZM2MulPernumeric28 unique values
0 missing
SpMax3_Bh.m.numeric14 unique values
0 missing
SpMax2_Bh.m.numeric21 unique values
0 missing
ZM2Pernumeric28 unique values
0 missing
SpMax4_Bh.v.numeric9 unique values
0 missing
SpMax4_Bh.m.numeric16 unique values
0 missing
X4Anumeric9 unique values
0 missing
SpMax5_Bh.v.numeric9 unique values
0 missing
SRW04numeric13 unique values
0 missing
AECCnumeric21 unique values
0 missing
SpMax6_Bh.v.numeric16 unique values
0 missing
SRW09numeric8 unique values
0 missing
AMWnumeric19 unique values
0 missing
SpMax7_Bh.v.numeric20 unique values
0 missing
TPSA.Tot.numeric13 unique values
0 missing
ARRnumeric13 unique values
0 missing
SpMax8_Bh.v.numeric23 unique values
0 missing
X2numeric21 unique values
0 missing
ATS1enumeric19 unique values
0 missing
SpMin1_Bh.p.numeric22 unique values
0 missing
X2solnumeric24 unique values
0 missing
ATS1inumeric18 unique values
0 missing
SpMin4_Bh.v.numeric15 unique values
0 missing
ZM1numeric13 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
SpMin5_Bh.v.numeric12 unique values
0 missing
ZM1Kupnumeric19 unique values
0 missing
ATS2enumeric18 unique values
0 missing
SpMin6_Bh.v.numeric12 unique values
0 missing
ZM1Vnumeric17 unique values
0 missing
ATS2inumeric18 unique values
0 missing
SpMin7_Bh.v.numeric19 unique values
0 missing
GATS3snumeric25 unique values
0 missing
ATS2pnumeric18 unique values
0 missing
SpMin8_Bh.v.numeric21 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
ATS3enumeric19 unique values
0 missing
SsOHnumeric27 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
ATS3inumeric20 unique values
0 missing
Svnumeric17 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
ATS4enumeric25 unique values
0 missing
TPCnumeric14 unique values
0 missing
ZM1MulPernumeric28 unique values
0 missing
ATS4inumeric23 unique values
0 missing
TRSnumeric4 unique values
0 missing
ATS6snumeric29 unique values
0 missing
ATS7enumeric30 unique values
0 missing
Ucnumeric7 unique values
0 missing
Eig09_AEA.dm.numeric23 unique values
0 missing
ATS7inumeric29 unique values
0 missing
Uinumeric7 unique values
0 missing
Eig03_AEA.dm.numeric29 unique values
0 missing
ATS8enumeric31 unique values
0 missing
Wapnumeric14 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
ATS8inumeric30 unique values
0 missing
X1Avnumeric19 unique values
0 missing
MATS6snumeric27 unique values
0 missing
ATS8pnumeric28 unique values
0 missing
X2Anumeric13 unique values
0 missing
SpDiam_AEA.bo.numeric12 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
X2Avnumeric18 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
X3Avnumeric18 unique values
0 missing
MATS7inumeric29 unique values
0 missing
ATSC2mnumeric19 unique values
0 missing
X4Avnumeric14 unique values
0 missing
GGI3numeric14 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
X5Anumeric11 unique values
0 missing
ATS5snumeric31 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
X5Avnumeric12 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
Xindexnumeric16 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
CENTnumeric21 unique values
0 missing
RDSQnumeric21 unique values
0 missing
ATSC4pnumeric30 unique values
0 missing
Chi0_EA.ed.numeric21 unique values
0 missing
SM03_AEA.ri.numeric18 unique values
0 missing
ATSC8inumeric31 unique values
0 missing
Eta_Cnumeric31 unique values
0 missing
SM04_AEA.ri.numeric19 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
IC3numeric26 unique values
0 missing
ATSC7enumeric28 unique values
0 missing
BIC1numeric18 unique values
0 missing
S1Knumeric19 unique values
0 missing
Eig06_AEA.dm.numeric28 unique values
0 missing
BIC2numeric24 unique values
0 missing
SpMax1_Bh.v.numeric21 unique values
0 missing
ATSC6enumeric30 unique values
0 missing
BIC3numeric24 unique values
0 missing
ATS5enumeric31 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
BIC4numeric22 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
BIC5numeric17 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SpDiam_AEA.ri.numeric16 unique values
0 missing
C.002numeric5 unique values
0 missing
GATS7snumeric29 unique values
0 missing
SpDiam_EA.ed.numeric10 unique values
0 missing
C.020numeric2 unique values
0 missing
IC2numeric28 unique values
0 missing
SpMax_AEA.bo.numeric10 unique values
0 missing
C.038numeric2 unique values
0 missing
MATS3mnumeric25 unique values
0 missing
SpMax_AEA.ri.numeric11 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
MATS6inumeric29 unique values
0 missing
SM11_EA.bo.numeric22 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
SpMAD_EA.ri.numeric21 unique values
0 missing
SM12_EA.bo.numeric22 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
SpMin8_Bh.p.numeric20 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
X5vnumeric29 unique values
0 missing
SM09_EA.ed.numeric21 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
ATS3mnumeric25 unique values
0 missing
SM09_EA.ri.numeric30 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
GGI2numeric11 unique values
0 missing
SM10_EA.ed.numeric20 unique values
0 missing
CIC0numeric18 unique values
0 missing
X3solnumeric24 unique values
0 missing
SM10_EA.ri.numeric28 unique values
0 missing
CIC1numeric18 unique values
0 missing
ZM2Vnumeric20 unique values
0 missing
SM11_AEA.ri.numeric13 unique values
0 missing
CIC2numeric27 unique values
0 missing
SM03_EA.ri.numeric17 unique values
0 missing
SM11_EA.ed.numeric20 unique values
0 missing
CIC3numeric27 unique values
0 missing
SM13_AEA.ed.numeric19 unique values
0 missing
SM11_EA.ri.numeric29 unique values
0 missing
CIC4numeric22 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
SM12_EA.ed.numeric19 unique values
0 missing
CIC5numeric22 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
SM12_EA.ri.numeric30 unique values
0 missing
CSInumeric21 unique values
0 missing
N.numeric11 unique values
0 missing
SM13_EA.ed.numeric19 unique values
0 missing
DBInumeric13 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
SM13_EA.ri.numeric29 unique values
0 missing
DECCnumeric21 unique values
0 missing
SpMax2_Bh.i.numeric16 unique values
0 missing
SM14_EAnumeric21 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
SM14_EA.ed.numeric20 unique values
0 missing
ECCnumeric21 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
SM14_EA.ri.numeric29 unique values
0 missing
Eta_B_Anumeric13 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
SM15_EAnumeric21 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
ATSC5vnumeric28 unique values
0 missing
SM15_EA.ed.numeric18 unique values
0 missing
Eta_betaS_Anumeric15 unique values
0 missing
ATSC6vnumeric28 unique values
0 missing
SM15_EA.ri.numeric30 unique values
0 missing
Eta_C_Anumeric30 unique values
0 missing
C.024numeric5 unique values
0 missing
SpDiam_EA.bo.numeric13 unique values
0 missing
Eta_Lnumeric25 unique values
0 missing
C.026numeric4 unique values
0 missing
SpMax_EA.bo.numeric13 unique values
0 missing
Eta_L_Anumeric18 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
AMRnumeric17 unique values
0 missing
GATS2inumeric19 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
GATS3enumeric24 unique values
0 missing
Eig02_AEA.dm.numeric28 unique values
0 missing
ATS1snumeric22 unique values
0 missing
GATS4enumeric27 unique values
0 missing
Eig03_AEA.bo.numeric20 unique values
0 missing
ATS2snumeric26 unique values
0 missing
GATS4snumeric27 unique values
0 missing
Eig03_AEA.ed.numeric20 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
H.numeric16 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
ATS3snumeric27 unique values
0 missing
H.046numeric7 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
ATS3vnumeric20 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
Eig04_AEA.dm.numeric26 unique values
0 missing
ATS4pnumeric27 unique values
0 missing
IC1numeric17 unique values
0 missing
Eig04_AEA.ed.numeric19 unique values
0 missing
ATS4snumeric30 unique values
0 missing
ICRnumeric20 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
IDEnumeric21 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
ATS5pnumeric30 unique values
0 missing
ISIZnumeric15 unique values
0 missing
Eig04_EA.bo.numeric21 unique values
0 missing
ATS6enumeric30 unique values
0 missing
JGI5numeric13 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
ATS6inumeric28 unique values
0 missing
LOCnumeric14 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
MATS1mnumeric17 unique values
0 missing
Eig06_AEA.ed.numeric19 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
MATS3enumeric24 unique values
0 missing
Eig06_AEA.ri.numeric26 unique values
0 missing
ATS6vnumeric26 unique values
0 missing
MATS4enumeric29 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
ATS7mnumeric30 unique values
0 missing
MATS4snumeric31 unique values
0 missing
Eig06_EA.ed.numeric20 unique values
0 missing
ATS7snumeric30 unique values
0 missing
MCDnumeric13 unique values
0 missing
Eig06_EA.ri.numeric26 unique values
0 missing
ATS7vnumeric26 unique values
0 missing
MDDDnumeric21 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
Minumeric12 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
ATS8snumeric31 unique values
0 missing
Mpnumeric18 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
MPC05numeric15 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
MSDnumeric21 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
ATSC2enumeric19 unique values
0 missing
nATnumeric15 unique values
0 missing
Eta_betanumeric17 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
nBTnumeric15 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
ATSC3enumeric23 unique values
0 missing
nCnumeric10 unique values
0 missing
GATS5snumeric30 unique values
0 missing
ATSC3snumeric31 unique values
0 missing
nCsnumeric6 unique values
0 missing
GATS6pnumeric30 unique values
0 missing
ATSC4enumeric31 unique values
0 missing
nCsp3numeric11 unique values
0 missing
GATS7enumeric29 unique values
0 missing
ATSC4inumeric28 unique values
0 missing
nHnumeric13 unique values
0 missing
GGI1numeric10 unique values
0 missing
ATSC5enumeric26 unique values
0 missing
nOHpnumeric2 unique values
0 missing
GGI7numeric16 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
nRC.Nnumeric2 unique values
0 missing
H.052numeric5 unique values
0 missing
ATSC5mnumeric31 unique values
0 missing
nRCOnumeric2 unique values
0 missing
MATS2pnumeric19 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
nRORnumeric2 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
ATSC5snumeric31 unique values
0 missing
NssCH2numeric6 unique values
0 missing
MATS7enumeric27 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
O.059numeric2 unique values
0 missing
MWC03numeric16 unique values
0 missing
ATSC6mnumeric30 unique values
0 missing
ON0Vnumeric17 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
ON1Vnumeric22 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
PCRnumeric19 unique values
0 missing
NRSnumeric4 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
PHInumeric19 unique values
0 missing
nSnumeric3 unique values
0 missing
ATSC8enumeric30 unique values
0 missing
piPC07numeric22 unique values
0 missing
piPC02numeric15 unique values
0 missing
ATSC8snumeric31 unique values
0 missing
PW2numeric16 unique values
0 missing
PJI2numeric7 unique values
0 missing
BACnumeric14 unique values
0 missing
RBNnumeric7 unique values
0 missing
Polnumeric14 unique values
0 missing
BIDnumeric12 unique values
0 missing
RDCHInumeric21 unique values
0 missing
P_VSA_i_1numeric6 unique values
0 missing
BLTA96numeric18 unique values
0 missing
S2Knumeric19 unique values
0 missing
P_VSA_MR_5numeric10 unique values
0 missing
BLTD48numeric18 unique values
0 missing
S3Knumeric25 unique values
0 missing
PW5numeric12 unique values
0 missing
BLTF96numeric18 unique values
0 missing
Senumeric19 unique values
0 missing
Ramnumeric8 unique values
0 missing
C.001numeric4 unique values
0 missing
Sinumeric19 unique values
0 missing
SaaCHnumeric28 unique values
0 missing
C.005numeric4 unique values
0 missing
SIC0numeric15 unique values
0 missing
SM02_AEA.bo.numeric15 unique values
0 missing
C.006numeric4 unique values
0 missing
SIC1numeric18 unique values
0 missing
SM02_AEA.ri.numeric16 unique values
0 missing
C.008numeric3 unique values
0 missing
SIC2numeric25 unique values
0 missing
SM02_EA.bo.numeric15 unique values
0 missing
C.017numeric2 unique values
0 missing
SIC3numeric26 unique values
0 missing
SM03_AEA.bo.numeric14 unique values
0 missing
C.019numeric2 unique values
0 missing
SIC4numeric23 unique values
0 missing
SM03_EAnumeric8 unique values
0 missing
C.025numeric5 unique values
0 missing
SIC5numeric22 unique values
0 missing
SM03_EA.bo.numeric10 unique values
0 missing
C.027numeric2 unique values
0 missing
Spnumeric19 unique values
0 missing
SM07_EA.ed.numeric20 unique values
0 missing
C.033numeric3 unique values
0 missing
SpMAD_AEA.bo.numeric17 unique values
0 missing
SM07_EA.ri.numeric30 unique values
0 missing
C.034numeric3 unique values
0 missing
SpMAD_AEA.dm.numeric21 unique values
0 missing
SM08_EA.ed.numeric21 unique values
0 missing
C.039numeric2 unique values
0 missing
SpMAD_AEA.ri.numeric20 unique values
0 missing
SM08_EA.ri.numeric28 unique values
0 missing
C.041numeric2 unique values
0 missing
SpMAD_EAnumeric16 unique values
0 missing
SM12_AEA.bo.numeric18 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
SpMAD_EA.bo.numeric17 unique values
0 missing
SM12_AEA.dm.numeric20 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
SpMax1_Bh.m.numeric22 unique values
0 missing
SM13_AEA.dm.numeric20 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
SpMax1_Bh.p.numeric23 unique values
0 missing
SM13_EA.bo.numeric22 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
SpMax4_Bh.e.numeric11 unique values
0 missing
SM14_AEA.bo.numeric21 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
SpMax4_Bh.i.numeric11 unique values
0 missing
SM14_AEA.ri.numeric21 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
SpMax4_Bh.p.numeric13 unique values
0 missing
SM14_EA.bo.numeric22 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
SpMax5_Bh.p.numeric11 unique values
0 missing
SM15_AEA.dm.numeric20 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SpMax6_Bh.e.numeric18 unique values
0 missing
SM15_EA.bo.numeric22 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
SpMax6_Bh.i.numeric18 unique values
0 missing
SpAD_EA.bo.numeric22 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
SpMax6_Bh.p.numeric16 unique values
0 missing
SpMax2_Bh.e.numeric16 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
SpMax7_Bh.e.numeric22 unique values
0 missing
SpMin2_Bh.i.numeric11 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
SpMax7_Bh.i.numeric22 unique values
0 missing
SpMin3_Bh.v.numeric16 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
SpMax8_Bh.e.numeric23 unique values
0 missing
Vindexnumeric16 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
SpMax8_Bh.i.numeric24 unique values
0 missing
VvdwZAZnumeric17 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
SpMax8_Bh.p.numeric22 unique values
0 missing
X0Avnumeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
SpMin2_Bh.s.numeric9 unique values
0 missing
ZM1Pernumeric28 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
SpMin3_Bh.m.numeric22 unique values
0 missing
ZM2numeric16 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
SpMin3_Bh.s.numeric14 unique values
0 missing
ZM2Kupnumeric25 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
SpMin4_Bh.e.numeric15 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
SpMin4_Bh.i.numeric13 unique values
0 missing
SpAD_EA.ed.numeric21 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
SpMin4_Bh.m.numeric15 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
SpMin4_Bh.p.numeric21 unique values
0 missing
GATS2snumeric29 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
SpMin4_Bh.s.numeric24 unique values
0 missing
GATS5pnumeric30 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
SpMin5_Bh.e.numeric13 unique values
0 missing
MATS7snumeric21 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
SpMin5_Bh.i.numeric11 unique values
0 missing
Eta_Fnumeric31 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
SpMin5_Bh.m.numeric14 unique values
0 missing
AACnumeric18 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
SpMin5_Bh.p.numeric14 unique values
0 missing
ATS3pnumeric24 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
SpMin5_Bh.s.numeric13 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
SpMin6_Bh.e.numeric13 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
SpMin6_Bh.i.numeric12 unique values
0 missing
ATSC2inumeric19 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
SpMin6_Bh.m.numeric18 unique values
0 missing
ATSC3inumeric23 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
SpMin6_Bh.p.numeric19 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
SpMin6_Bh.s.numeric12 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
SpMin7_Bh.e.numeric19 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
SpMin7_Bh.i.numeric17 unique values
0 missing
BIC0numeric16 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
SpMin7_Bh.m.numeric20 unique values
0 missing
C.040numeric4 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
SpMin7_Bh.p.numeric20 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
SpMin7_Bh.s.numeric13 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
SpMin8_Bh.e.numeric19 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
SpMin8_Bh.i.numeric19 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
SpMin8_Bh.m.numeric25 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
SpMin8_Bh.s.numeric20 unique values
0 missing
Eta_epsinumeric19 unique values
0 missing
SssCH2numeric30 unique values
0 missing
Eta_epsi_Anumeric18 unique values
0 missing
TIC5numeric22 unique values
0 missing
IC0numeric18 unique values
0 missing
TIEnumeric31 unique values
0 missing
JGI1numeric15 unique values
0 missing
Uindexnumeric21 unique values
0 missing
JGI6numeric9 unique values
0 missing
UNIPnumeric20 unique values
0 missing
JGI7numeric13 unique values
0 missing
VARnumeric13 unique values
0 missing
JGTnumeric20 unique values
0 missing
VvdwMGnumeric19 unique values
0 missing
MATS4mnumeric28 unique values
0 missing
Vxnumeric19 unique values
0 missing
Menumeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
Number of instances (rows) of the dataset.
NumberOfFeatures
759
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
758
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.57
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.07
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
14585.38
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.19
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.66
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
1.23
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
2.91
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
197.42
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.62
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.2
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.91
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
1.3
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
24.48
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.2
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.01
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
73.93
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
-0.25
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.89
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.4
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.73
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
40130.68
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
4.98
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
11.59
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.68
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250381
0 runs - estimation_procedure: 50 times Clustering
Define a new task