Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000

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: CHEMBL5000 (TID: 101252), and it has 33 rows and 670 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.

672 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal33 unique values
0 missing
SpMin2_Bh.i.numeric19 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
MATS6mnumeric26 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric13 unique values
0 missing
Chi1_EA.dm.numeric30 unique values
0 missing
Eig01_EAnumeric14 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
JGTnumeric25 unique values
0 missing
Eig01_EA.ed.numeric14 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
SpMax2_Bh.p.numeric20 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
SM07_EA.bo.numeric25 unique values
0 missing
Eta_betaP_Anumeric21 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
SM08_EA.bo.numeric25 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
SM09_EA.bo.numeric24 unique values
0 missing
Eta_L_Anumeric23 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
SM10_EA.bo.numeric23 unique values
0 missing
GATS1vnumeric26 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
SM11_EA.bo.numeric24 unique values
0 missing
GATS4pnumeric28 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
SM12_EA.bo.numeric24 unique values
0 missing
H.numeric23 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
SM13_EA.bo.numeric24 unique values
0 missing
MCDnumeric20 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
SM14_EA.bo.numeric24 unique values
0 missing
Mvnumeric25 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
SM15_EA.bo.numeric23 unique values
0 missing
nCsp3numeric14 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
P_VSA_i_3numeric25 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
Eta_sh_xnumeric12 unique values
0 missing
RBNnumeric11 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
SM10_EA.ed.numeric23 unique values
0 missing
SM09_AEA.bo.numeric14 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
SM11_EA.ed.numeric22 unique values
0 missing
SM10_AEA.dm.numeric14 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
SM12_EA.ed.numeric22 unique values
0 missing
SpDiam_EAnumeric15 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
SM13_EA.ed.numeric21 unique values
0 missing
SpMax_EAnumeric14 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
SM14_EA.ed.numeric21 unique values
0 missing
SpMax_EA.ed.numeric14 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
SM15_EA.ed.numeric21 unique values
0 missing
SsssNnumeric15 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
SpDiam_AEA.ri.numeric25 unique values
0 missing
Uindexnumeric25 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
SpDiam_EA.ed.numeric14 unique values
0 missing
X3vnumeric29 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
SpMax1_Bh.p.numeric26 unique values
0 missing
MATS4inumeric28 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
SpMax2_Bh.m.numeric23 unique values
0 missing
Eig07_EA.ri.numeric26 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
PHInumeric27 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
Eig01_EA.bo.numeric18 unique values
0 missing
S3Knumeric30 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
SM11_AEA.ri.numeric18 unique values
0 missing
Eig04_AEA.dm.numeric26 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
SpMax_EA.bo.numeric18 unique values
0 missing
SpMaxA_AEA.dm.numeric22 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
SpDiam_EA.bo.numeric18 unique values
0 missing
AMRnumeric27 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
SpMax1_Bh.e.numeric25 unique values
0 missing
C.numeric20 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
SpMax2_Bh.e.numeric20 unique values
0 missing
C.034numeric2 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
SpMax2_Bh.v.numeric20 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
Eta_Lnumeric30 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS6vnumeric29 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
ICRnumeric23 unique values
0 missing
Eig02_AEA.ri.numeric19 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
N.072numeric3 unique values
0 missing
Eig02_EAnumeric14 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
SRW09numeric9 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
X5Anumeric15 unique values
0 missing
Eta_alphanumeric26 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
SM05_EA.bo.numeric25 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
SM06_EA.dm.numeric16 unique values
0 missing
GATS1enumeric25 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
SM08_EA.dm.numeric14 unique values
0 missing
H.050numeric8 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
ATS3enumeric25 unique values
0 missing
H.051numeric4 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
Hynumeric24 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
LLS_01numeric2 unique values
0 missing
JGI9numeric6 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
MATS3vnumeric27 unique values
0 missing
MATS2pnumeric26 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
MATS2vnumeric25 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
SpMax5_Bh.p.numeric26 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
SpMin4_Bh.e.numeric23 unique values
0 missing
nABnumeric6 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
SpMin4_Bh.i.numeric23 unique values
0 missing
nCarnumeric7 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
SpMin4_Bh.p.numeric19 unique values
0 missing
nCICnumeric5 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
SpMin4_Bh.v.numeric21 unique values
0 missing
nCIRnumeric6 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
SpMin5_Bh.e.numeric25 unique values
0 missing
nCsp2numeric9 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
SpMin5_Bh.i.numeric22 unique values
0 missing
nHDonnumeric8 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
SpMin5_Bh.p.numeric25 unique values
0 missing
NNRSnumeric4 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
SpMin5_Bh.v.numeric26 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
SpMin6_Bh.e.numeric26 unique values
0 missing
nROHnumeric4 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SpMin6_Bh.p.numeric25 unique values
0 missing
NsOHnumeric4 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
P_VSA_v_2numeric20 unique values
0 missing
CATS2D_08_LLnumeric14 unique values
0 missing
BIC2numeric25 unique values
0 missing
PW4numeric20 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
RBFnumeric19 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
SddssSnumeric11 unique values
0 missing
Rbridnumeric3 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SpDiam_AEA.dm.numeric21 unique values
0 missing
RCInumeric5 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS6enumeric29 unique values
0 missing
RFDnumeric5 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
Yindexnumeric25 unique values
0 missing
Rperimnumeric8 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
PW5numeric15 unique values
0 missing
SaaaCnumeric8 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
Eta_betanumeric25 unique values
0 missing
SAaccnumeric20 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
piPC03numeric25 unique values
0 missing
SAdonnumeric11 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
ATS1mnumeric27 unique values
0 missing
SM10_AEA.bo.numeric14 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
ATS3mnumeric30 unique values
0 missing
SM11_AEA.dm.numeric15 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
ATS4mnumeric30 unique values
0 missing
SpMax6_Bh.v.numeric25 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
Eig02_EA.bo.numeric14 unique values
0 missing
TRSnumeric7 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
Eig03_AEA.ri.numeric27 unique values
0 missing
MSDnumeric25 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
Eig07_AEA.ri.numeric27 unique values
0 missing
CENTnumeric25 unique values
0 missing
Eig03_EA.ri.numeric25 unique values
0 missing
SpMAD_EA.ri.numeric25 unique values
0 missing
Chi0_AEA.bo.numeric25 unique values
0 missing
Eig05_AEA.bo.numeric21 unique values
0 missing
PCDnumeric25 unique values
0 missing
Chi0_AEA.dm.numeric25 unique values
0 missing
Eig06_AEA.bo.numeric24 unique values
0 missing
PCRnumeric21 unique values
0 missing
Chi0_AEA.ed.numeric25 unique values
0 missing
Eig06_AEA.ed.numeric23 unique values
0 missing
MATS4pnumeric26 unique values
0 missing
Chi0_AEA.ri.numeric25 unique values
0 missing
Eig06_EA.bo.numeric23 unique values
0 missing
Xindexnumeric23 unique values
0 missing
Chi0_EAnumeric25 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
SM10_AEA.ed.numeric23 unique values
0 missing
Chi0_EA.bo.numeric25 unique values
0 missing
Eig07_EAnumeric25 unique values
0 missing
DBInumeric16 unique values
0 missing
Chi0_EA.dm.numeric29 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
SpMin1_Bh.v.numeric22 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
Eig08_EAnumeric23 unique values
0 missing
piPC05numeric25 unique values
0 missing
Chi0_EA.ri.numeric30 unique values
0 missing
Eig08_EA.ri.numeric28 unique values
0 missing
P_VSA_i_4numeric13 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
Eig09_AEA.ed.numeric22 unique values
0 missing
PW3numeric22 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
Eig09_EA.bo.numeric23 unique values
0 missing
SpMax1_Bh.i.numeric26 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
Eig10_AEA.ed.numeric23 unique values
0 missing
SM12_AEA.ed.numeric23 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
Eig10_AEA.ri.numeric26 unique values
0 missing
SM12_EAnumeric24 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
SM13_AEA.ed.numeric25 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
Eig10_EA.ed.numeric25 unique values
0 missing
SM13_EAnumeric25 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
Eig10_EA.ri.numeric27 unique values
0 missing
SM14_AEA.ed.numeric24 unique values
0 missing
Chi1_EA.ri.numeric30 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
SM14_EAnumeric25 unique values
0 missing
CIC0numeric26 unique values
0 missing
Eig15_AEA.bo.numeric24 unique values
0 missing
SM15_AEA.ed.numeric25 unique values
0 missing
CIC1numeric26 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
SM15_EAnumeric25 unique values
0 missing
CIC2numeric28 unique values
0 missing
GGI3numeric22 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
CIC3numeric27 unique values
0 missing
GGI6numeric23 unique values
0 missing
SpDiam_AEA.bo.numeric22 unique values
0 missing
CIC4numeric24 unique values
0 missing
MATS1enumeric23 unique values
0 missing
SpMax_AEA.bo.numeric17 unique values
0 missing
CIC5numeric24 unique values
0 missing
MWC08numeric25 unique values
0 missing
ATSC1mnumeric27 unique values
0 missing
CIDnumeric21 unique values
0 missing
MWC09numeric25 unique values
0 missing
nArORnumeric3 unique values
0 missing
Cl.089numeric3 unique values
0 missing
MWC10numeric25 unique values
0 missing
MPC10numeric24 unique values
0 missing
CMC.80numeric2 unique values
0 missing
N.numeric18 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
cRo5numeric2 unique values
0 missing
nNnumeric6 unique values
0 missing
piPC04numeric25 unique values
0 missing
CSInumeric25 unique values
0 missing
piPC01numeric17 unique values
0 missing
SpMAD_EA.ed.numeric25 unique values
0 missing
D.Dtr09numeric10 unique values
0 missing
P_VSA_m_2numeric27 unique values
0 missing
Eig01_AEA.ri.numeric20 unique values
0 missing
D.Dtr10numeric9 unique values
0 missing
SCBOnumeric17 unique values
0 missing
SpMax_AEA.ri.numeric20 unique values
0 missing
DECCnumeric24 unique values
0 missing
SM02_AEA.bo.numeric20 unique values
0 missing
SpMin3_Bh.e.numeric25 unique values
0 missing
DELSnumeric30 unique values
0 missing
SM02_AEA.dm.numeric23 unique values
0 missing
SpMin3_Bh.i.numeric25 unique values
0 missing
DLS_01numeric4 unique values
0 missing
SM03_AEA.bo.numeric21 unique values
0 missing
SM13_EA.ri.numeric30 unique values
0 missing
DLS_02numeric6 unique values
0 missing
SM03_EA.bo.numeric18 unique values
0 missing
SM14_EA.ri.numeric30 unique values
0 missing
DLS_03numeric4 unique values
0 missing
SM03_EA.ri.numeric23 unique values
0 missing
SM15_EA.ri.numeric30 unique values
0 missing
DLS_04numeric4 unique values
0 missing
SM04_AEA.bo.numeric25 unique values
0 missing
SM04_EA.ed.numeric25 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SM04_AEA.dm.numeric23 unique values
0 missing
SM05_EAnumeric22 unique values
0 missing
DLS_06numeric4 unique values
0 missing
SM05_AEA.bo.numeric24 unique values
0 missing
SM07_AEA.ed.numeric25 unique values
0 missing
DLS_07numeric3 unique values
0 missing
SM05_AEA.ri.numeric25 unique values
0 missing
SM08_AEA.ed.numeric25 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
SM05_EA.ri.numeric30 unique values
0 missing
SM08_EAnumeric25 unique values
0 missing
Dznumeric25 unique values
0 missing
SM06_AEA.bo.numeric24 unique values
0 missing
SM09_AEA.ed.numeric24 unique values
0 missing
ECCnumeric24 unique values
0 missing
SM06_EA.ri.numeric30 unique values
0 missing
MATS2snumeric29 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
SM07_AEA.bo.numeric25 unique values
0 missing
D.Dtr05numeric23 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
SM07_EA.ri.numeric30 unique values
0 missing
X2Anumeric16 unique values
0 missing
Eig01_EA.ri.numeric20 unique values
0 missing
SM08_AEA.bo.numeric25 unique values
0 missing
ARRnumeric17 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
SM08_EA.ri.numeric29 unique values
0 missing
AACnumeric26 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
SM12_AEA.ri.numeric14 unique values
0 missing
ALOGPnumeric26 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
SM13_AEA.ri.numeric18 unique values
0 missing
ALOGP2numeric27 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
SM15_AEA.bo.numeric25 unique values
0 missing
ATS1enumeric26 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
SpAD_AEA.dm.numeric30 unique values
0 missing
ATS1inumeric26 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
SpAD_EA.bo.numeric25 unique values
0 missing
ATS1pnumeric27 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
SpMax3_Bh.m.numeric22 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
TWCnumeric25 unique values
0 missing
ATS1vnumeric27 unique values
0 missing
Eig04_AEA.ri.numeric26 unique values
0 missing
X0solnumeric23 unique values
0 missing
ATS2enumeric25 unique values
0 missing
Eig04_EAnumeric20 unique values
0 missing
X1solnumeric28 unique values
0 missing
ATS2inumeric26 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
X2solnumeric28 unique values
0 missing
ATS2mnumeric27 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
X3solnumeric28 unique values
0 missing
ATS2pnumeric27 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
X4solnumeric27 unique values
0 missing
ATS2snumeric29 unique values
0 missing
Eig05_AEA.dm.numeric26 unique values
0 missing
X5solnumeric28 unique values
0 missing
ATS2vnumeric27 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
XMODnumeric30 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig05_AEA.ri.numeric28 unique values
0 missing
ZM1Madnumeric27 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Eig05_EAnumeric23 unique values
0 missing
ZM2Madnumeric30 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ZM2MulPernumeric28 unique values
0 missing
ATS4enumeric30 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
ZM2Pernumeric28 unique values
0 missing
ATS4inumeric29 unique values
0 missing
Eig05_EA.ri.numeric29 unique values
0 missing
ZM2Vnumeric27 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig06_AEA.dm.numeric25 unique values
0 missing
GATS2pnumeric26 unique values
0 missing
ATS4snumeric29 unique values
0 missing
Eig06_AEA.ri.numeric30 unique values
0 missing
Mpnumeric26 unique values
0 missing
ATS4vnumeric30 unique values
0 missing
Eig06_EAnumeric25 unique values
0 missing
S2Knumeric27 unique values
0 missing
ATS5enumeric29 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
Vindexnumeric23 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
H.047numeric14 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig06_EA.ri.numeric30 unique values
0 missing
SpMax4_Bh.p.numeric24 unique values
0 missing
ATS5pnumeric30 unique values
0 missing
Eig07_AEA.dm.numeric27 unique values
0 missing
SpMaxA_EA.ed.numeric22 unique values
0 missing
ATS5snumeric30 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
MATS1mnumeric25 unique values
0 missing
ATS5vnumeric29 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
Psi_e_Anumeric25 unique values
0 missing
ATS6enumeric30 unique values
0 missing
Eig07_EA.ed.numeric18 unique values
0 missing
Psi_i_Anumeric25 unique values
0 missing
ATS6inumeric29 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
ATS3inumeric27 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
ATS6pnumeric30 unique values
0 missing
Eig08_AEA.ed.numeric19 unique values
0 missing
SpMAD_EA.bo.numeric23 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig08_EA.bo.numeric25 unique values
0 missing
SdOnumeric30 unique values
0 missing
ATS6vnumeric30 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MATS1inumeric26 unique values
0 missing
ATS7enumeric30 unique values
0 missing
Eig08_EA.ed.numeric21 unique values
0 missing
P_VSA_LogP_2numeric14 unique values
0 missing
ATS7inumeric30 unique values
0 missing
Eig09_AEA.dm.numeric28 unique values
0 missing
SRW07numeric7 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
X1Anumeric20 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
TIEnumeric30 unique values
0 missing
ATS7snumeric29 unique values
0 missing
X3Anumeric17 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
ATS8enumeric30 unique values
0 missing
PDInumeric25 unique values
0 missing
ATS8inumeric30 unique values
0 missing
piPC06numeric25 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
piPC08numeric25 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
SpMax2_Bh.i.numeric21 unique values
0 missing
ATS8snumeric28 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig07_AEA.bo.numeric24 unique values
0 missing
ATSC1enumeric25 unique values
0 missing
Eig09_EA.ed.numeric25 unique values
0 missing
ATSC1inumeric27 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
ATSC1pnumeric26 unique values
0 missing
piPC02numeric21 unique values
0 missing
ATSC1snumeric30 unique values
0 missing
SM02_EA.bo.numeric21 unique values
0 missing
ATSC1vnumeric27 unique values
0 missing
SM04_AEA.ri.numeric25 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
SM04_EA.bo.numeric25 unique values
0 missing
ATSC2pnumeric27 unique values
0 missing
SM14_AEA.ri.numeric22 unique values
0 missing
ATSC2snumeric30 unique values
0 missing
Uinumeric10 unique values
0 missing
ATSC2vnumeric27 unique values
0 missing
GNarnumeric21 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
HNarnumeric21 unique values
0 missing
ATSC3mnumeric30 unique values
0 missing
JGI6numeric10 unique values
0 missing
ATSC3pnumeric30 unique values
0 missing
SM05_EA.dm.numeric11 unique values
0 missing
ATSC3vnumeric30 unique values
0 missing
SM07_EA.dm.numeric11 unique values
0 missing
ATSC4enumeric30 unique values
0 missing
X0Anumeric21 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
AECCnumeric25 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
JGI1numeric24 unique values
0 missing
ATSC4pnumeric29 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
ATSC4snumeric30 unique values
0 missing
SM06_EA.bo.numeric25 unique values
0 missing
ATSC4vnumeric30 unique values
0 missing
SpMin1_Bh.m.numeric23 unique values
0 missing
ATSC5enumeric29 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
ATSC5inumeric30 unique values
0 missing
NdOnumeric7 unique values
0 missing
ATSC5mnumeric30 unique values
0 missing
O.058numeric7 unique values
0 missing
ATSC5pnumeric30 unique values
0 missing
SM10_EA.dm.numeric12 unique values
0 missing
ATSC5snumeric30 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
ATSC5vnumeric30 unique values
0 missing
Eig01_AEA.dm.numeric18 unique values
0 missing
ATSC6enumeric30 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC6inumeric27 unique values
0 missing
NddssSnumeric3 unique values
0 missing
ATSC6mnumeric30 unique values
0 missing
nSnumeric4 unique values
0 missing
ATSC6pnumeric30 unique values
0 missing
nSO2Nnumeric3 unique values
0 missing
ATSC6snumeric30 unique values
0 missing
P_VSA_i_1numeric5 unique values
0 missing
ATSC6vnumeric30 unique values
0 missing
P_VSA_s_1numeric4 unique values
0 missing
ATSC7enumeric29 unique values
0 missing
S.110numeric3 unique values
0 missing
ATSC7inumeric30 unique values
0 missing
SpMax_AEA.dm.numeric18 unique values
0 missing
ATSC7mnumeric30 unique values
0 missing
IDEnumeric24 unique values
0 missing
ATSC7pnumeric30 unique values
0 missing
GGI9numeric20 unique values
0 missing
ATSC7snumeric30 unique values
0 missing
P_VSA_p_2numeric18 unique values
0 missing
ATSC7vnumeric30 unique values
0 missing
SpDiam_AEA.ed.numeric20 unique values
0 missing
ATSC8enumeric30 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
ATSC8inumeric30 unique values
0 missing
ATSC3enumeric29 unique values
0 missing
ATSC8mnumeric30 unique values
0 missing
ATSC3snumeric30 unique values
0 missing
ATSC8pnumeric30 unique values
0 missing
GATS6snumeric30 unique values
0 missing
ATSC8snumeric30 unique values
0 missing
SpMAD_AEA.dm.numeric23 unique values
0 missing
ATSC8vnumeric30 unique values
0 missing
SM04_EA.dm.numeric16 unique values
0 missing
BACnumeric16 unique values
0 missing
SpMax1_Bh.m.numeric22 unique values
0 missing
BBInumeric17 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
BIC0numeric26 unique values
0 missing
LOCnumeric22 unique values
0 missing
BIC1numeric23 unique values
0 missing
Eig09_AEA.bo.numeric24 unique values
0 missing
BIC3numeric22 unique values
0 missing
piIDnumeric24 unique values
0 missing
BIC4numeric22 unique values
0 missing
SpMax1_Bh.v.numeric25 unique values
0 missing
BIC5numeric20 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig12_AEA.bo.numeric23 unique values
0 missing
BLInumeric27 unique values
0 missing
Eig12_EA.bo.numeric23 unique values
0 missing
BLTA96numeric25 unique values
0 missing
P_VSA_e_3numeric10 unique values
0 missing
BLTD48numeric24 unique values
0 missing
MATS6vnumeric28 unique values
0 missing
BLTF96numeric25 unique values
0 missing
O.numeric18 unique values
0 missing
C.001numeric5 unique values
0 missing
P_VSA_LogP_4numeric14 unique values
0 missing
C.002numeric7 unique values
0 missing
SpMin6_Bh.i.numeric25 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
C.005numeric2 unique values
0 missing
SM15_AEA.ri.numeric21 unique values
0 missing
C.006numeric5 unique values
0 missing
SssOnumeric23 unique values
0 missing
C.008numeric6 unique values
0 missing
SM05_EA.ed.numeric24 unique values
0 missing
C.009numeric2 unique values
0 missing
SM06_EA.ed.numeric24 unique values
0 missing
C.013numeric2 unique values
0 missing
SM07_EA.ed.numeric25 unique values
0 missing
C.016numeric4 unique values
0 missing
SM08_EA.ed.numeric24 unique values
0 missing
C.020numeric2 unique values
0 missing
SM09_EA.ed.numeric24 unique values
0 missing
C.024numeric6 unique values
0 missing
SM10_EAnumeric25 unique values
0 missing
C.025numeric6 unique values
0 missing
SM11_AEA.ed.numeric24 unique values
0 missing
C.026numeric7 unique values
0 missing
SM11_EAnumeric25 unique values
0 missing
C.028numeric2 unique values
0 missing
SAtotnumeric27 unique values
0 missing
C.033numeric2 unique values
0 missing
AMWnumeric27 unique values
0 missing
C.040numeric3 unique values
0 missing
SpMin1_Bh.s.numeric14 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS7enumeric29 unique values
0 missing
C.042numeric2 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
C.044numeric2 unique values
0 missing
IC2numeric28 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
SpMin1_Bh.p.numeric20 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
D.Dtr06numeric21 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
SpMin2_Bh.p.numeric27 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
SpMin2_Bh.v.numeric27 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
SpMin3_Bh.p.numeric27 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
SpMin3_Bh.v.numeric26 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS2enumeric26 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SM07_EAnumeric24 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
SM09_EAnumeric24 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
ATSC2mnumeric27 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS7snumeric30 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
SpMin2_Bh.e.numeric23 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
33
Number of instances (rows) of the dataset.
NumberOfFeatures
672
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
671
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.74
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
2.08
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2863.7
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.64
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.67
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
0.91
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
3.76
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
22.29
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.06
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.22
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.46
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
0.5
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
20.36
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.12
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.76
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
11.02
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.6
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.48
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
33
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.15
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
2801.58
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
5.06
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
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
9.38
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.47
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
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-CHEMBL5000
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5000
0 runs - estimation_procedure: 50 times Clustering
Define a new task