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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621

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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: CHEMBL4621 (TID: 20068), and it has 16 rows and 543 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.

545 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal16 unique values
0 missing
AECCnumeric13 unique values
0 missing
ARRnumeric8 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
ATS1snumeric15 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
ATS2snumeric15 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
ATS3snumeric15 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
ATS5snumeric15 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
ATS6mnumeric16 unique values
0 missing
ATS6snumeric16 unique values
0 missing
ATS7mnumeric16 unique values
0 missing
ATS7vnumeric16 unique values
0 missing
ATS8mnumeric16 unique values
0 missing
BBInumeric9 unique values
0 missing
BIDnumeric9 unique values
0 missing
CENTnumeric13 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
Chi1_EA.ri.numeric16 unique values
0 missing
CIDnumeric12 unique values
0 missing
CSInumeric13 unique values
0 missing
DBInumeric10 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
D.Dtr09numeric13 unique values
0 missing
DECCnumeric13 unique values
0 missing
Dznumeric11 unique values
0 missing
ECCnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric6 unique values
0 missing
Eig06_EAnumeric5 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
Eig06_EA.ed.numeric9 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
Eig07_EA.ri.numeric16 unique values
0 missing
Eig08_AEA.bo.numeric6 unique values
0 missing
Eig08_AEA.ed.numeric6 unique values
0 missing
Eig08_EA.bo.numeric6 unique values
0 missing
Eig08_EA.ed.numeric7 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
Eig09_AEA.ed.numeric13 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
Eig09_EA.ed.numeric13 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
Eig10_AEA.dm.numeric16 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
Eig11_AEA.ri.numeric16 unique values
0 missing
Eig11_EAnumeric13 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
Eig11_EA.ri.numeric16 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
Eig12_AEA.dm.numeric14 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
Eig12_EA.bo.numeric13 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
Eig12_EA.ri.numeric15 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
Eig14_AEA.ed.numeric13 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
Eig15_AEA.dm.numeric14 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
Eta_Cnumeric16 unique values
0 missing
Eta_epsinumeric13 unique values
0 missing
Eta_Fnumeric16 unique values
0 missing
GGI10numeric13 unique values
0 missing
GGI8numeric11 unique values
0 missing
GGI9numeric13 unique values
0 missing
GMTInumeric13 unique values
0 missing
GMTIVnumeric16 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
HVcpxnumeric12 unique values
0 missing
IACnumeric13 unique values
0 missing
IC4numeric15 unique values
0 missing
IC5numeric15 unique values
0 missing
IDDMnumeric13 unique values
0 missing
IDEnumeric13 unique values
0 missing
IDETnumeric13 unique values
0 missing
IDMnumeric12 unique values
0 missing
IDMTnumeric13 unique values
0 missing
Infective.50numeric2 unique values
0 missing
IVDMnumeric12 unique values
0 missing
LPRSnumeric13 unique values
0 missing
MDDDnumeric13 unique values
0 missing
MPC01numeric8 unique values
0 missing
MPC02numeric9 unique values
0 missing
MPC03numeric9 unique values
0 missing
MPC04numeric9 unique values
0 missing
MPC05numeric9 unique values
0 missing
MPC06numeric9 unique values
0 missing
MPC07numeric9 unique values
0 missing
MPC08numeric9 unique values
0 missing
MPC09numeric11 unique values
0 missing
MPC10numeric10 unique values
0 missing
MSDnumeric13 unique values
0 missing
MWnumeric13 unique values
0 missing
MWC01numeric8 unique values
0 missing
MWC02numeric11 unique values
0 missing
MWC03numeric13 unique values
0 missing
MWC04numeric13 unique values
0 missing
MWC05numeric13 unique values
0 missing
MWC06numeric12 unique values
0 missing
MWC07numeric13 unique values
0 missing
MWC08numeric13 unique values
0 missing
MWC09numeric13 unique values
0 missing
MWC10numeric13 unique values
0 missing
nBOnumeric8 unique values
0 missing
nSKnumeric8 unique values
0 missing
ON0numeric11 unique values
0 missing
ON1numeric12 unique values
0 missing
piIDnumeric9 unique values
0 missing
piPC01numeric8 unique values
0 missing
piPC02numeric12 unique values
0 missing
piPC03numeric10 unique values
0 missing
piPC04numeric10 unique values
0 missing
piPC05numeric9 unique values
0 missing
piPC06numeric10 unique values
0 missing
piPC07numeric12 unique values
0 missing
piPC08numeric13 unique values
0 missing
piPC09numeric12 unique values
0 missing
piPC10numeric13 unique values
0 missing
Polnumeric9 unique values
0 missing
Psi_e_0numeric16 unique values
0 missing
Psi_e_1numeric16 unique values
0 missing
Psi_i_0numeric15 unique values
0 missing
Psi_i_1numeric16 unique values
0 missing
Psi_i_snumeric15 unique values
0 missing
P_VSA_i_3numeric15 unique values
0 missing
RDCHInumeric13 unique values
0 missing
RDSQnumeric13 unique values
0 missing
S0Knumeric11 unique values
0 missing
S1Knumeric13 unique values
0 missing
S3Knumeric14 unique values
0 missing
SAtotnumeric15 unique values
0 missing
SCBOnumeric8 unique values
0 missing
SM02_AEA.bo.numeric10 unique values
0 missing
SM02_AEA.ed.numeric12 unique values
0 missing
SM02_EAnumeric9 unique values
0 missing
SM02_EA.bo.numeric12 unique values
0 missing
SM02_EA.ed.numeric13 unique values
0 missing
SM02_EA.ri.numeric15 unique values
0 missing
SM03_AEA.bo.numeric12 unique values
0 missing
SM03_AEA.dm.numeric8 unique values
0 missing
SM03_AEA.ed.numeric13 unique values
0 missing
SM03_AEA.ri.numeric7 unique values
0 missing
SM04_AEA.bo.numeric13 unique values
0 missing
SM04_AEA.dm.numeric13 unique values
0 missing
SM04_AEA.ed.numeric13 unique values
0 missing
SM04_AEA.ri.numeric13 unique values
0 missing
SM04_EAnumeric13 unique values
0 missing
SM04_EA.bo.numeric12 unique values
0 missing
SM04_EA.ed.numeric13 unique values
0 missing
SM05_AEA.bo.numeric13 unique values
0 missing
SM05_AEA.dm.numeric13 unique values
0 missing
SM05_AEA.ed.numeric13 unique values
0 missing
SM05_AEA.ri.numeric13 unique values
0 missing
SM06_AEA.bo.numeric13 unique values
0 missing
SM06_AEA.dm.numeric13 unique values
0 missing
SM06_AEA.ed.numeric13 unique values
0 missing
SM06_AEA.ri.numeric12 unique values
0 missing
SM06_EAnumeric13 unique values
0 missing
SM06_EA.bo.numeric13 unique values
0 missing
SM07_AEA.bo.numeric12 unique values
0 missing
SM07_AEA.dm.numeric13 unique values
0 missing
SM07_AEA.ed.numeric13 unique values
0 missing
SM07_AEA.ri.numeric13 unique values
0 missing
SM08_AEA.bo.numeric13 unique values
0 missing
SM08_AEA.dm.numeric13 unique values
0 missing
SM08_AEA.ed.numeric13 unique values
0 missing
SM08_AEA.ri.numeric13 unique values
0 missing
SM08_EAnumeric13 unique values
0 missing
SM09_AEA.dm.numeric12 unique values
0 missing
SM09_AEA.ed.numeric13 unique values
0 missing
SM10_EAnumeric13 unique values
0 missing
SM12_EAnumeric11 unique values
0 missing
SM14_AEA.bo.numeric5 unique values
0 missing
SM14_EAnumeric9 unique values
0 missing
SM15_AEA.bo.numeric13 unique values
0 missing
SM15_AEA.dm.numeric9 unique values
0 missing
SMTInumeric13 unique values
0 missing
SMTIVnumeric16 unique values
0 missing
SNarnumeric12 unique values
0 missing
SpAD_AEA.bo.numeric13 unique values
0 missing
SpAD_AEA.dm.numeric16 unique values
0 missing
SpAD_AEA.ed.numeric13 unique values
0 missing
SpAD_AEA.ri.numeric16 unique values
0 missing
SpAD_EAnumeric13 unique values
0 missing
SpAD_EA.bo.numeric13 unique values
0 missing
SpAD_EA.ed.numeric13 unique values
0 missing
SpAD_EA.ri.numeric16 unique values
0 missing
SpDiam_AEA.bo.numeric13 unique values
0 missing
SpMax5_Bh.m.numeric13 unique values
0 missing
SpMax6_Bh.m.numeric14 unique values
0 missing
SpMax7_Bh.m.numeric16 unique values
0 missing
SpMax8_Bh.s.numeric12 unique values
0 missing
SpMaxA_AEA.bo.numeric8 unique values
0 missing
SpMaxA_AEA.ed.numeric8 unique values
0 missing
SpMaxA_AEA.ri.numeric8 unique values
0 missing
SpMaxA_EAnumeric8 unique values
0 missing
SpMaxA_EA.bo.numeric8 unique values
0 missing
SpMaxA_EA.ed.numeric8 unique values
0 missing
SpMaxA_EA.ri.numeric8 unique values
0 missing
SRW02numeric8 unique values
0 missing
SRW04numeric11 unique values
0 missing
SRW06numeric13 unique values
0 missing
SRW08numeric13 unique values
0 missing
SRW10numeric13 unique values
0 missing
Svnumeric13 unique values
0 missing
TIC0numeric13 unique values
0 missing
TIC1numeric16 unique values
0 missing
TIEnumeric16 unique values
0 missing
TPCnumeric9 unique values
0 missing
TWCnumeric13 unique values
0 missing
Uindexnumeric13 unique values
0 missing
UNIPnumeric13 unique values
0 missing
Vindexnumeric13 unique values
0 missing
VvdwMGnumeric13 unique values
0 missing
VvdwZAZnumeric13 unique values
0 missing
Vxnumeric13 unique values
0 missing
Wapnumeric13 unique values
0 missing
X0numeric12 unique values
0 missing
X0solnumeric13 unique values
0 missing
X1numeric13 unique values
0 missing
X1Madnumeric16 unique values
0 missing
X1solnumeric14 unique values
0 missing
X2numeric13 unique values
0 missing
X2solnumeric14 unique values
0 missing
X3numeric13 unique values
0 missing
X3solnumeric14 unique values
0 missing
X4numeric13 unique values
0 missing
X4solnumeric14 unique values
0 missing
X5numeric13 unique values
0 missing
X5solnumeric14 unique values
0 missing
Xindexnumeric13 unique values
0 missing
XMODnumeric16 unique values
0 missing
Xtnumeric12 unique values
0 missing
Xunumeric13 unique values
0 missing
Yindexnumeric13 unique values
0 missing
ZM1numeric11 unique values
0 missing
ZM1Madnumeric15 unique values
0 missing
ZM2numeric13 unique values
0 missing
ZM2Madnumeric16 unique values
0 missing
C.numeric12 unique values
0 missing
BIC1numeric16 unique values
0 missing
CIC1numeric16 unique values
0 missing
CIC3numeric15 unique values
0 missing
CIC4numeric15 unique values
0 missing
CIC5numeric15 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
SIC3numeric15 unique values
0 missing
SIC4numeric15 unique values
0 missing
SIC5numeric15 unique values
0 missing
ATSC4snumeric16 unique values
0 missing
AMRnumeric16 unique values
0 missing
ATS1enumeric14 unique values
0 missing
ATS1inumeric15 unique values
0 missing
ATS2enumeric15 unique values
0 missing
ATS2inumeric15 unique values
0 missing
ATS5enumeric15 unique values
0 missing
ATS5inumeric15 unique values
0 missing
ATS6enumeric15 unique values
0 missing
ATS6inumeric15 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
ATS8enumeric16 unique values
0 missing
ATS8inumeric16 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
ATS8vnumeric16 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
ATSC6mnumeric16 unique values
0 missing
ATSC6vnumeric16 unique values
0 missing
ATSC7inumeric16 unique values
0 missing
ATSC7pnumeric16 unique values
0 missing
ATSC7vnumeric16 unique values
0 missing
ATSC8inumeric16 unique values
0 missing
ATSC8pnumeric16 unique values
0 missing
BACnumeric11 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
Eig14_EA.ed.numeric13 unique values
0 missing
Eta_Lnumeric16 unique values
0 missing
GATS5enumeric15 unique values
0 missing
IC3numeric15 unique values
0 missing
ISIZnumeric12 unique values
0 missing
MAXDPnumeric16 unique values
0 missing
MCDnumeric9 unique values
0 missing
N.numeric11 unique values
0 missing
nATnumeric12 unique values
0 missing
nBTnumeric12 unique values
0 missing
PCRnumeric9 unique values
0 missing
PHInumeric14 unique values
0 missing
PW3numeric12 unique values
0 missing
RBFnumeric14 unique values
0 missing
RBNnumeric6 unique values
0 missing
S2Knumeric14 unique values
0 missing
Senumeric13 unique values
0 missing
Sinumeric13 unique values
0 missing
SM09_AEA.ri.numeric13 unique values
0 missing
Spnumeric13 unique values
0 missing
SPInumeric13 unique values
0 missing
SpMax4_Bh.e.numeric16 unique values
0 missing
SpMax4_Bh.i.numeric16 unique values
0 missing
SpMax4_Bh.p.numeric16 unique values
0 missing
SpMax4_Bh.v.numeric16 unique values
0 missing
SpMax5_Bh.e.numeric16 unique values
0 missing
SpMax5_Bh.i.numeric15 unique values
0 missing
SpMax5_Bh.p.numeric16 unique values
0 missing
SpMax5_Bh.v.numeric15 unique values
0 missing
SpMax6_Bh.e.numeric15 unique values
0 missing
SpMax6_Bh.i.numeric16 unique values
0 missing
SpMax6_Bh.p.numeric16 unique values
0 missing
SpMax6_Bh.v.numeric16 unique values
0 missing
SpMax7_Bh.e.numeric13 unique values
0 missing
SpMax8_Bh.e.numeric13 unique values
0 missing
SpMax8_Bh.i.numeric11 unique values
0 missing
SpMax8_Bh.m.numeric14 unique values
0 missing
SpMax8_Bh.v.numeric9 unique values
0 missing
SpMin4_Bh.i.numeric15 unique values
0 missing
SpMin4_Bh.p.numeric16 unique values
0 missing
SpMin6_Bh.i.numeric14 unique values
0 missing
SpMin6_Bh.p.numeric11 unique values
0 missing
SpMin7_Bh.p.numeric15 unique values
0 missing
SpMin8_Bh.v.numeric14 unique values
0 missing
TIC2numeric16 unique values
0 missing
TIC3numeric15 unique values
0 missing
TIC4numeric15 unique values
0 missing
TIC5numeric15 unique values
0 missing
VARnumeric13 unique values
0 missing
X.numeric12 unique values
0 missing
X0vnumeric15 unique values
0 missing
X1Kupnumeric15 unique values
0 missing
X1MulPernumeric16 unique values
0 missing
X1vnumeric15 unique values
0 missing
X2Anumeric10 unique values
0 missing
ZM1MulPernumeric16 unique values
0 missing
ZM1Pernumeric16 unique values
0 missing
ZM1Vnumeric14 unique values
0 missing
ZM2Kupnumeric16 unique values
0 missing
ZM2MulPernumeric16 unique values
0 missing
ZM2Pernumeric16 unique values
0 missing
ZM2Vnumeric16 unique values
0 missing
BLInumeric16 unique values
0 missing
DELSnumeric16 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
GATS1mnumeric15 unique values
0 missing
IC1numeric16 unique values
0 missing
X1Avnumeric15 unique values
0 missing
X2Avnumeric14 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
GATS4pnumeric16 unique values
0 missing
MATS1snumeric14 unique values
0 missing
BIC2numeric14 unique values
0 missing
CIC2numeric16 unique values
0 missing
GNarnumeric9 unique values
0 missing
LOCnumeric12 unique values
0 missing
PW4numeric10 unique values
0 missing
SIC2numeric14 unique values
0 missing
AACnumeric13 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
AMWnumeric13 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
ATS3enumeric15 unique values
0 missing
ATS3inumeric16 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
ATS3vnumeric15 unique values
0 missing
ATS4enumeric16 unique values
0 missing
ATS4inumeric16 unique values
0 missing
ATS4pnumeric16 unique values
0 missing
ATS4snumeric16 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
ATS6pnumeric16 unique values
0 missing
ATS6vnumeric15 unique values
0 missing
ATS7enumeric15 unique values
0 missing
ATS7inumeric16 unique values
0 missing
ATS7snumeric15 unique values
0 missing
ATS8snumeric16 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
ATSC3snumeric16 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
ATSC4enumeric16 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
ATSC4mnumeric16 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
ATSC4vnumeric16 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
ATSC5inumeric13 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
ATSC5snumeric16 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
ATSC6enumeric16 unique values
0 missing
ATSC6inumeric16 unique values
0 missing
ATSC6pnumeric15 unique values
0 missing
ATSC6snumeric16 unique values
0 missing
ATSC7enumeric16 unique values
0 missing
ATSC7mnumeric16 unique values
0 missing
ATSC7snumeric16 unique values
0 missing
ATSC8enumeric16 unique values
0 missing
ATSC8mnumeric16 unique values
0 missing
ATSC8snumeric16 unique values
0 missing
ATSC8vnumeric16 unique values
0 missing
BIC0numeric13 unique values
0 missing
BIC3numeric12 unique values
0 missing
BIC4numeric10 unique values
0 missing
BIC5numeric10 unique values
0 missing
BLTA96numeric13 unique values
0 missing
BLTD48numeric13 unique values
0 missing
BLTF96numeric13 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric6 unique values
0 missing
C.008numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
CATS2D_02_LLnumeric3 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
CATS2D_03_LLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
CIC0numeric13 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
16
Number of instances (rows) of the dataset.
NumberOfFeatures
545
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
544
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.82
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
1.5
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
1.08
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.
Quartile1SkewnessOfNumericAtts
-1.51
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.12
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
2.81
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.03
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
-1.01
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.29
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
4.9
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
11.47
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
-0.26
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.35
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.71
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
231.61
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
34.06
Number of attributes divided by the number of instances.
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.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
16
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
35009.31
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
4
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
8426.11
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
3.88
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
-0.74
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
58.33
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-1.93
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.31
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4621
0 runs - estimation_procedure: 50 times Clustering
Define a new task