Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013

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: CHEMBL6013 (TID: 101418), and it has 77 rows and 474 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.

476 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal77 unique values
0 missing
nATnumeric22 unique values
0 missing
Eta_Fnumeric25 unique values
0 missing
nBTnumeric23 unique values
0 missing
SpMin5_Bh.p.numeric24 unique values
0 missing
nCsp3numeric16 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
nHnumeric14 unique values
0 missing
Eta_FLnumeric15 unique values
0 missing
nSKnumeric18 unique values
0 missing
SpMax5_Bh.e.numeric25 unique values
0 missing
NssCH2numeric15 unique values
0 missing
SpMax5_Bh.i.numeric24 unique values
0 missing
ON0Vnumeric25 unique values
0 missing
SpMax5_Bh.m.numeric23 unique values
0 missing
ON1numeric21 unique values
0 missing
SpMax5_Bh.v.numeric24 unique values
0 missing
ON1Vnumeric24 unique values
0 missing
IC5numeric25 unique values
0 missing
Psi_e_0numeric25 unique values
0 missing
S2Knumeric25 unique values
0 missing
P_VSA_e_1numeric18 unique values
0 missing
S3Knumeric25 unique values
0 missing
P_VSA_LogP_2numeric17 unique values
0 missing
Uindexnumeric22 unique values
0 missing
P_VSA_LogP_7numeric18 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
P_VSA_m_1numeric18 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
P_VSA_MR_5numeric20 unique values
0 missing
nHAccnumeric4 unique values
0 missing
P_VSA_p_1numeric18 unique values
0 missing
nHetnumeric4 unique values
0 missing
P_VSA_s_2numeric18 unique values
0 missing
nOnumeric4 unique values
0 missing
P_VSA_s_3numeric17 unique values
0 missing
SpMax5_Bh.s.numeric18 unique values
0 missing
P_VSA_v_1numeric18 unique values
0 missing
DELSnumeric25 unique values
0 missing
S0Knumeric20 unique values
0 missing
TIEnumeric25 unique values
0 missing
Senumeric24 unique values
0 missing
GATS5enumeric23 unique values
0 missing
Sinumeric24 unique values
0 missing
SsOHnumeric25 unique values
0 missing
SMTInumeric22 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
SMTIVnumeric25 unique values
0 missing
MAXDNnumeric19 unique values
0 missing
Spnumeric24 unique values
0 missing
P_VSA_e_5numeric7 unique values
0 missing
SpMax3_Bh.e.numeric22 unique values
0 missing
P_VSA_m_3numeric7 unique values
0 missing
SpMax3_Bh.i.numeric21 unique values
0 missing
P_VSA_MR_3numeric7 unique values
0 missing
SpMax3_Bh.m.numeric22 unique values
0 missing
P_VSA_s_6numeric7 unique values
0 missing
SpMax3_Bh.v.numeric22 unique values
0 missing
TPSA.NO.numeric9 unique values
0 missing
SpMax7_Bh.e.numeric20 unique values
0 missing
TPSA.Tot.numeric9 unique values
0 missing
SpMax7_Bh.i.numeric20 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
SpMax7_Bh.m.numeric20 unique values
0 missing
H.050numeric4 unique values
0 missing
SpMaxA_EA.ed.numeric20 unique values
0 missing
nHDonnumeric4 unique values
0 missing
SpMaxA_EA.ri.numeric19 unique values
0 missing
PDInumeric24 unique values
0 missing
SpMin3_Bh.i.numeric22 unique values
0 missing
PHInumeric25 unique values
0 missing
SpMin3_Bh.m.numeric25 unique values
0 missing
LOCnumeric22 unique values
0 missing
SpMin3_Bh.p.numeric23 unique values
0 missing
MCDnumeric19 unique values
0 missing
SpMin3_Bh.v.numeric23 unique values
0 missing
RBFnumeric25 unique values
0 missing
SpMin4_Bh.s.numeric21 unique values
0 missing
SpMax6_Bh.s.numeric23 unique values
0 missing
SpMin5_Bh.m.numeric22 unique values
0 missing
ATSC5enumeric23 unique values
0 missing
SpMin5_Bh.s.numeric15 unique values
0 missing
GATS1pnumeric20 unique values
0 missing
SpMin6_Bh.m.numeric19 unique values
0 missing
SpMAD_EA.ri.numeric19 unique values
0 missing
SpMin7_Bh.e.numeric18 unique values
0 missing
DLS_06numeric2 unique values
0 missing
SpMin7_Bh.i.numeric17 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SpMin7_Bh.m.numeric18 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
SpMin7_Bh.p.numeric20 unique values
0 missing
LLS_02numeric2 unique values
0 missing
SpMin7_Bh.v.numeric20 unique values
0 missing
SpMAD_AEA.ri.numeric21 unique values
0 missing
Svnumeric24 unique values
0 missing
SsssCHnumeric25 unique values
0 missing
TIC0numeric24 unique values
0 missing
ATS5snumeric25 unique values
0 missing
TIC1numeric25 unique values
0 missing
SPInumeric22 unique values
0 missing
TIC2numeric25 unique values
0 missing
SpMax7_Bh.s.numeric24 unique values
0 missing
TIC3numeric25 unique values
0 missing
H.047numeric8 unique values
0 missing
TIC4numeric25 unique values
0 missing
MATS5snumeric22 unique values
0 missing
TIC5numeric25 unique values
0 missing
P_VSA_p_2numeric9 unique values
0 missing
UNIPnumeric19 unique values
0 missing
P_VSA_v_2numeric9 unique values
0 missing
VvdwMGnumeric24 unique values
0 missing
SAaccnumeric9 unique values
0 missing
VvdwZAZnumeric24 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
Vxnumeric24 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
X0numeric22 unique values
0 missing
ATSC3snumeric25 unique values
0 missing
X0solnumeric22 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
X0vnumeric25 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
XMODnumeric22 unique values
0 missing
SpMax8_Bh.s.numeric23 unique values
0 missing
Xunumeric22 unique values
0 missing
JGI3numeric15 unique values
0 missing
Eig03_EA.ri.numeric16 unique values
0 missing
GATS1snumeric23 unique values
0 missing
MATS8mnumeric20 unique values
0 missing
X3Avnumeric17 unique values
0 missing
GATS2enumeric24 unique values
0 missing
P_VSA_LogP_3numeric8 unique values
0 missing
SIC5numeric22 unique values
0 missing
SAdonnumeric6 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
ATS6snumeric24 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
JGTnumeric21 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
ATS3snumeric25 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
ZM1Kupnumeric25 unique values
0 missing
SM11_AEA.bo.numeric10 unique values
0 missing
MATS1snumeric24 unique values
0 missing
SM13_AEA.ri.numeric12 unique values
0 missing
Psi_e_Anumeric25 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
Psi_i_Anumeric25 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
MATS3snumeric22 unique values
0 missing
GATS3inumeric24 unique values
0 missing
C.008numeric3 unique values
0 missing
JGI2numeric19 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
GATS3mnumeric21 unique values
0 missing
SsCH3numeric18 unique values
0 missing
H.052numeric6 unique values
0 missing
IVDEnumeric22 unique values
0 missing
ON0numeric22 unique values
0 missing
nOHsnumeric3 unique values
0 missing
SAtotnumeric25 unique values
0 missing
SpMax1_Bh.s.numeric6 unique values
0 missing
SpMin6_Bh.e.numeric24 unique values
0 missing
MATS3enumeric23 unique values
0 missing
Eta_epsi_Anumeric22 unique values
0 missing
Eta_sh_ynumeric22 unique values
0 missing
SpMin1_Bh.s.numeric16 unique values
0 missing
P_VSA_MR_2numeric6 unique values
0 missing
X5Avnumeric15 unique values
0 missing
ATSC4enumeric25 unique values
0 missing
O.numeric19 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
SpMin7_Bh.s.numeric21 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
SssOnumeric13 unique values
0 missing
SpMax4_Bh.s.numeric11 unique values
0 missing
SpDiam_AEA.ri.numeric13 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
PW3numeric21 unique values
0 missing
CIC4numeric22 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
CIC5numeric24 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
SIC4numeric25 unique values
0 missing
Eig11_AEA.dm.numeric23 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
Eig13_AEA.ri.numeric17 unique values
0 missing
GGI8numeric6 unique values
0 missing
BIC2numeric25 unique values
0 missing
LLS_01numeric5 unique values
0 missing
C.002numeric12 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
nCsnumeric11 unique values
0 missing
nROHnumeric4 unique values
0 missing
P_VSA_MR_1numeric15 unique values
0 missing
NsOHnumeric4 unique values
0 missing
SIC2numeric24 unique values
0 missing
O.056numeric4 unique values
0 missing
DECCnumeric21 unique values
0 missing
SpMax3_Bh.s.numeric10 unique values
0 missing
Eta_FL_Anumeric23 unique values
0 missing
IC4numeric25 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
SpMin5_Bh.e.numeric23 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
SpMin5_Bh.v.numeric23 unique values
0 missing
JGI8numeric9 unique values
0 missing
SpMAD_AEA.ed.numeric22 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
X4Avnumeric18 unique values
0 missing
SpMaxA_EA.dm.numeric21 unique values
0 missing
ATSC8snumeric23 unique values
0 missing
MATS7pnumeric21 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS5snumeric23 unique values
0 missing
Eig10_EAnumeric22 unique values
0 missing
ATSC2snumeric25 unique values
0 missing
Eig10_EA.bo.numeric24 unique values
0 missing
BIC3numeric25 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
SIC3numeric25 unique values
0 missing
Eig10_EA.ri.numeric22 unique values
0 missing
SpMAD_EAnumeric19 unique values
0 missing
SM04_AEA.dm.numeric22 unique values
0 missing
SpMAD_EA.ed.numeric22 unique values
0 missing
SM05_AEA.ri.numeric22 unique values
0 missing
ATSC2enumeric23 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
ATS3mnumeric25 unique values
0 missing
GGI4numeric11 unique values
0 missing
MPC05numeric21 unique values
0 missing
SpMax2_Bh.s.numeric6 unique values
0 missing
MPC06numeric21 unique values
0 missing
Hynumeric21 unique values
0 missing
MWC04numeric22 unique values
0 missing
SssCH2numeric25 unique values
0 missing
MWC05numeric22 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
MWC06numeric22 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
SM02_AEA.ed.numeric22 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
SM04_AEA.bo.numeric25 unique values
0 missing
MATS5enumeric23 unique values
0 missing
SM04_EAnumeric22 unique values
0 missing
MATS7enumeric23 unique values
0 missing
SM04_EA.ri.numeric22 unique values
0 missing
MATS7snumeric22 unique values
0 missing
SM05_AEA.bo.numeric25 unique values
0 missing
BIC4numeric24 unique values
0 missing
SRW06numeric22 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
SRW08numeric22 unique values
0 missing
GATS1enumeric22 unique values
0 missing
ZM2Kupnumeric25 unique values
0 missing
MATS1enumeric23 unique values
0 missing
ZM2MulPernumeric25 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
ZM2Pernumeric25 unique values
0 missing
C.016numeric2 unique values
0 missing
ZM2Vnumeric25 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
X5vnumeric25 unique values
0 missing
Eta_betaPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
Eta_betaP_Anumeric4 unique values
0 missing
Minumeric14 unique values
0 missing
nBMnumeric2 unique values
0 missing
DBInumeric19 unique values
0 missing
nCsp2numeric2 unique values
0 missing
HVcpxnumeric22 unique values
0 missing
nDBnumeric2 unique values
0 missing
JGI5numeric14 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
P_VSA_i_3numeric23 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
SpMax4_Bh.p.numeric19 unique values
0 missing
PCDnumeric3 unique values
0 missing
SpMax6_Bh.e.numeric24 unique values
0 missing
PCRnumeric4 unique values
0 missing
SpMax6_Bh.i.numeric23 unique values
0 missing
P_VSA_MR_7numeric2 unique values
0 missing
SpMax6_Bh.m.numeric24 unique values
0 missing
P_VSA_s_4numeric6 unique values
0 missing
SpMax6_Bh.p.numeric20 unique values
0 missing
SdsCHnumeric4 unique values
0 missing
SpMin4_Bh.e.numeric21 unique values
0 missing
Ucnumeric2 unique values
0 missing
SpMin4_Bh.i.numeric20 unique values
0 missing
Uinumeric2 unique values
0 missing
SpMin4_Bh.v.numeric21 unique values
0 missing
SpDiam_AEA.ed.numeric19 unique values
0 missing
SpMin6_Bh.i.numeric20 unique values
0 missing
SpMAD_EA.dm.numeric19 unique values
0 missing
GATS7vnumeric22 unique values
0 missing
GGI2numeric6 unique values
0 missing
IDDEnumeric22 unique values
0 missing
JGI10numeric8 unique values
0 missing
SpMin1_Bh.v.numeric13 unique values
0 missing
BACnumeric19 unique values
0 missing
P_VSA_m_2numeric22 unique values
0 missing
Eig15_AEA.dm.numeric14 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_F_Anumeric22 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
VARnumeric19 unique values
0 missing
nRORnumeric2 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
NssOnumeric2 unique values
0 missing
ATS7snumeric24 unique values
0 missing
O.059numeric2 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
P_VSA_LogP_4numeric2 unique values
0 missing
GATS7inumeric21 unique values
0 missing
GATS5vnumeric24 unique values
0 missing
GATS2inumeric22 unique values
0 missing
piPC05numeric23 unique values
0 missing
ATSC7enumeric23 unique values
0 missing
SM04_EA.bo.numeric25 unique values
0 missing
MATS4snumeric24 unique values
0 missing
P_VSA_e_2numeric22 unique values
0 missing
X2Avnumeric17 unique values
0 missing
P_VSA_i_2numeric22 unique values
0 missing
Eig15_EAnumeric19 unique values
0 missing
P_VSA_p_3numeric22 unique values
0 missing
Eig15_EA.bo.numeric20 unique values
0 missing
P_VSA_v_3numeric22 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
SM09_AEA.dm.numeric19 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
SM10_AEA.ri.numeric19 unique values
0 missing
Eig10_AEA.dm.numeric24 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
nCnumeric14 unique values
0 missing
SsssNnumeric22 unique values
0 missing
piPC08numeric23 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
SpMax3_Bh.p.numeric20 unique values
0 missing
ATS4mnumeric24 unique values
0 missing
SpMax8_Bh.e.numeric21 unique values
0 missing
ATS4snumeric25 unique values
0 missing
SpMax8_Bh.i.numeric21 unique values
0 missing
ATS5mnumeric24 unique values
0 missing
SpMax8_Bh.m.numeric19 unique values
0 missing
Psi_i_tnumeric9 unique values
0 missing
SpMax8_Bh.p.numeric22 unique values
0 missing
ZM1MulPernumeric25 unique values
0 missing
SpMax8_Bh.v.numeric22 unique values
0 missing
ZM1Pernumeric25 unique values
0 missing
SpMin8_Bh.e.numeric19 unique values
0 missing
ZM1Vnumeric24 unique values
0 missing
SpMin8_Bh.i.numeric17 unique values
0 missing
AACnumeric24 unique values
0 missing
SpMin8_Bh.m.numeric22 unique values
0 missing
BIC5numeric22 unique values
0 missing
SpMin8_Bh.p.numeric21 unique values
0 missing
IC0numeric24 unique values
0 missing
SpMin8_Bh.v.numeric21 unique values
0 missing
GATS3enumeric22 unique values
0 missing
X1MulPernumeric25 unique values
0 missing
Mpnumeric17 unique values
0 missing
X1Pernumeric25 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
X4vnumeric25 unique values
0 missing
ICRnumeric21 unique values
0 missing
piPC04numeric21 unique values
0 missing
GNarnumeric22 unique values
0 missing
SpMin3_Bh.s.numeric24 unique values
0 missing
HNarnumeric22 unique values
0 missing
MATS7inumeric23 unique values
0 missing
X0Anumeric19 unique values
0 missing
CIC3numeric25 unique values
0 missing
AECCnumeric21 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
IDEnumeric22 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
MDDDnumeric22 unique values
0 missing
ATSC4mnumeric25 unique values
0 missing
RBNnumeric13 unique values
0 missing
BBInumeric21 unique values
0 missing
S1Knumeric24 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
SpMax5_Bh.p.numeric24 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
SpMax6_Bh.v.numeric24 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
SpMin4_Bh.m.numeric22 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
SpMin6_Bh.p.numeric24 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
SpMin6_Bh.v.numeric23 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
JGI4numeric18 unique values
0 missing
Chi1_EA.ri.numeric22 unique values
0 missing
MAXDPnumeric25 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
SpMin5_Bh.i.numeric23 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
ATS1snumeric25 unique values
0 missing
Eig04_EA.ed.numeric22 unique values
0 missing
ATS2snumeric25 unique values
0 missing
Eig05_AEA.dm.numeric25 unique values
0 missing
ATS5enumeric23 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig07_EAnumeric21 unique values
0 missing
ATS6enumeric25 unique values
0 missing
Eig07_EA.ed.numeric22 unique values
0 missing
ATS6inumeric25 unique values
0 missing
Eig07_EA.ri.numeric22 unique values
0 missing
ATS6mnumeric25 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
ATS6pnumeric25 unique values
0 missing
Eig08_AEA.ri.numeric22 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
ATS7inumeric24 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
ATS7mnumeric24 unique values
0 missing
Eig09_AEA.ed.numeric22 unique values
0 missing
ATS7pnumeric24 unique values
0 missing
ATS7vnumeric24 unique values
0 missing
ATS8enumeric20 unique values
0 missing
ATS8inumeric22 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
ATS8snumeric23 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
ATSC7mnumeric24 unique values
0 missing
ATSC7vnumeric24 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
BIC1numeric25 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
CENTnumeric22 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
CIC0numeric24 unique values
0 missing
CIC1numeric25 unique values
0 missing
CIC2numeric25 unique values
0 missing
CSInumeric21 unique values
0 missing
Dznumeric20 unique values
0 missing
ECCnumeric21 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
HDcpxnumeric20 unique values
0 missing
IACnumeric24 unique values
0 missing
IDETnumeric22 unique values
0 missing
IDMTnumeric22 unique values
0 missing
ISIZnumeric22 unique values
0 missing
LPRSnumeric22 unique values
0 missing
MWnumeric24 unique values
0 missing
N.numeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
77
Number of instances (rows) of the dataset.
NumberOfFeatures
476
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
475
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
6.18
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.11
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
-0.04
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.67
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
62.39
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
-0.05
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.01
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.69
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
5.09
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.34
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
8555.18
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
-0.63
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
99.79
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.46
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.25
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
2.51
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.26
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7487.99
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.41
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
3.86
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
0.82
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
-0.81
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
83.51
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.39
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.73
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.32
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-CHEMBL6013
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6013
0 runs - estimation_procedure: 50 times Clustering
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