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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497

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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: CHEMBL1926497 (TID: 104392), and it has 17 rows and 594 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.

596 features

pXC50 (target)numeric16 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
AMRnumeric13 unique values
0 missing
ATS1enumeric12 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
ATS1snumeric13 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
ATS2enumeric12 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
ATS3vnumeric15 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
ATS4vnumeric16 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
ATS6enumeric17 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
ATS8enumeric17 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
ATS8snumeric16 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
BBInumeric8 unique values
0 missing
BIDnumeric7 unique values
0 missing
CENTnumeric14 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
Chi0_EA.ed.numeric14 unique values
0 missing
Chi0_EA.ri.numeric15 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.numeric14 unique values
0 missing
Chi1_EA.ed.numeric14 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
CIDnumeric10 unique values
0 missing
D.Dtr07numeric13 unique values
0 missing
D.Dtr09numeric14 unique values
0 missing
D.Dtr11numeric13 unique values
0 missing
DECCnumeric12 unique values
0 missing
Dznumeric12 unique values
0 missing
Eig10_AEA.ri.numeric11 unique values
0 missing
Eta_alphanumeric12 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
Eta_FLnumeric15 unique values
0 missing
GATS2inumeric12 unique values
0 missing
GMTInumeric14 unique values
0 missing
IDDEnumeric12 unique values
0 missing
IDDMnumeric13 unique values
0 missing
IDETnumeric14 unique values
0 missing
IDMnumeric13 unique values
0 missing
IDMTnumeric14 unique values
0 missing
IVDMnumeric8 unique values
0 missing
LPRSnumeric14 unique values
0 missing
MATS2inumeric13 unique values
0 missing
MATS3pnumeric15 unique values
0 missing
MAXDPnumeric17 unique values
0 missing
MDDDnumeric14 unique values
0 missing
MPC01numeric7 unique values
0 missing
MPC02numeric8 unique values
0 missing
MPC03numeric10 unique values
0 missing
MPC06numeric9 unique values
0 missing
MPC08numeric12 unique values
0 missing
MPC09numeric13 unique values
0 missing
MSDnumeric14 unique values
0 missing
MWC01numeric7 unique values
0 missing
MWC02numeric8 unique values
0 missing
MWC03numeric11 unique values
0 missing
MWC04numeric13 unique values
0 missing
MWC05numeric14 unique values
0 missing
MWC06numeric14 unique values
0 missing
MWC07numeric14 unique values
0 missing
MWC08numeric14 unique values
0 missing
MWC09numeric14 unique values
0 missing
nBOnumeric7 unique values
0 missing
nSKnumeric7 unique values
0 missing
ON1numeric11 unique values
0 missing
PCDnumeric14 unique values
0 missing
PHInumeric12 unique values
0 missing
piIDnumeric14 unique values
0 missing
piPC01numeric9 unique values
0 missing
piPC02numeric10 unique values
0 missing
piPC03numeric12 unique values
0 missing
piPC04numeric14 unique values
0 missing
piPC05numeric12 unique values
0 missing
piPC06numeric14 unique values
0 missing
piPC08numeric14 unique values
0 missing
piPC09numeric13 unique values
0 missing
piPC10numeric12 unique values
0 missing
Polnumeric10 unique values
0 missing
Psi_e_0numeric17 unique values
0 missing
Psi_e_1numeric17 unique values
0 missing
Psi_i_0numeric12 unique values
0 missing
Psi_i_1numeric15 unique values
0 missing
P_VSA_s_3numeric11 unique values
0 missing
RDCHInumeric14 unique values
0 missing
S1Knumeric12 unique values
0 missing
S2Knumeric12 unique values
0 missing
SaasCnumeric17 unique values
0 missing
SAtotnumeric12 unique values
0 missing
SCBOnumeric9 unique values
0 missing
Senumeric12 unique values
0 missing
SM02_AEA.bo.numeric10 unique values
0 missing
SM02_AEA.ed.numeric11 unique values
0 missing
SM02_EAnumeric8 unique values
0 missing
SM02_EA.bo.numeric10 unique values
0 missing
SM02_EA.ri.numeric12 unique values
0 missing
SM03_AEA.bo.numeric9 unique values
0 missing
SM04_AEA.bo.numeric12 unique values
0 missing
SM04_EA.bo.numeric12 unique values
0 missing
SMTInumeric14 unique values
0 missing
SMTIVnumeric17 unique values
0 missing
SNarnumeric9 unique values
0 missing
Spnumeric12 unique values
0 missing
SpAD_AEA.bo.numeric14 unique values
0 missing
SpAD_AEA.dm.numeric14 unique values
0 missing
SpAD_AEA.ed.numeric13 unique values
0 missing
SpAD_AEA.ri.numeric16 unique values
0 missing
SpAD_EAnumeric14 unique values
0 missing
SpAD_EA.bo.numeric14 unique values
0 missing
SpAD_EA.ed.numeric14 unique values
0 missing
SpAD_EA.ri.numeric17 unique values
0 missing
SpMax2_Bh.e.numeric13 unique values
0 missing
SpMax2_Bh.i.numeric11 unique values
0 missing
SpMaxA_AEA.bo.numeric7 unique values
0 missing
SpMaxA_AEA.dm.numeric9 unique values
0 missing
SpMaxA_AEA.ed.numeric7 unique values
0 missing
SpMaxA_AEA.ri.numeric7 unique values
0 missing
SpMaxA_EAnumeric7 unique values
0 missing
SpMaxA_EA.bo.numeric7 unique values
0 missing
SpMaxA_EA.dm.numeric8 unique values
0 missing
SpMaxA_EA.ed.numeric7 unique values
0 missing
SpMaxA_EA.ri.numeric8 unique values
0 missing
SpMin4_Bh.p.numeric12 unique values
0 missing
SRW02numeric7 unique values
0 missing
SRW04numeric9 unique values
0 missing
SRW06numeric12 unique values
0 missing
SRW08numeric14 unique values
0 missing
SRW10numeric14 unique values
0 missing
Svnumeric12 unique values
0 missing
TIC1numeric13 unique values
0 missing
TIC3numeric17 unique values
0 missing
TPCnumeric10 unique values
0 missing
TWCnumeric14 unique values
0 missing
UNIPnumeric13 unique values
0 missing
VvdwMGnumeric12 unique values
0 missing
VvdwZAZnumeric12 unique values
0 missing
Vxnumeric12 unique values
0 missing
Wapnumeric10 unique values
0 missing
X0numeric9 unique values
0 missing
X0solnumeric9 unique values
0 missing
X0vnumeric12 unique values
0 missing
X1numeric11 unique values
0 missing
X1Kupnumeric15 unique values
0 missing
X1Madnumeric15 unique values
0 missing
X1MulPernumeric17 unique values
0 missing
X1Pernumeric17 unique values
0 missing
X1solnumeric11 unique values
0 missing
X1vnumeric15 unique values
0 missing
X3numeric14 unique values
0 missing
XMODnumeric15 unique values
0 missing
Xtnumeric9 unique values
0 missing
Xunumeric14 unique values
0 missing
ZM1numeric8 unique values
0 missing
ZM2numeric11 unique values
0 missing
ZM2Kupnumeric15 unique values
0 missing
ZM2MulPernumeric17 unique values
0 missing
ZM2Pernumeric17 unique values
0 missing
ZM2Vnumeric15 unique values
0 missing
ATS4enumeric15 unique values
0 missing
SM04_EA.ri.numeric14 unique values
0 missing
HDcpxnumeric12 unique values
0 missing
MPC04numeric11 unique values
0 missing
MPC10numeric13 unique values
0 missing
RDSQnumeric14 unique values
0 missing
S0Knumeric13 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
MPC05numeric10 unique values
0 missing
MPC07numeric11 unique values
0 missing
piPC07numeric13 unique values
0 missing
SpMax5_Bh.i.numeric9 unique values
0 missing
SpMax7_Bh.i.numeric12 unique values
0 missing
TIC4numeric13 unique values
0 missing
TIC5numeric12 unique values
0 missing
ATS1inumeric12 unique values
0 missing
ATS2inumeric13 unique values
0 missing
ATS5enumeric16 unique values
0 missing
ATS5inumeric14 unique values
0 missing
ATS6inumeric16 unique values
0 missing
ATS7vnumeric16 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
ATSC7inumeric15 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
C.005numeric3 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
CIC0numeric12 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
Eig09_EA.ri.numeric13 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
H.047numeric10 unique values
0 missing
ISIZnumeric9 unique values
0 missing
MATS1mnumeric9 unique values
0 missing
nArORnumeric3 unique values
0 missing
nATnumeric9 unique values
0 missing
nBTnumeric9 unique values
0 missing
ON1Vnumeric15 unique values
0 missing
P_VSA_e_2numeric12 unique values
0 missing
P_VSA_i_2numeric12 unique values
0 missing
P_VSA_m_2numeric12 unique values
0 missing
P_VSA_MR_1numeric7 unique values
0 missing
P_VSA_s_4numeric11 unique values
0 missing
RBFnumeric9 unique values
0 missing
RBNnumeric4 unique values
0 missing
Sinumeric12 unique values
0 missing
SpMAD_AEA.bo.numeric13 unique values
0 missing
SpMAD_AEA.ri.numeric10 unique values
0 missing
SpMAD_EAnumeric10 unique values
0 missing
SpMax6_Bh.e.numeric12 unique values
0 missing
SpMax6_Bh.i.numeric9 unique values
0 missing
SpMax7_Bh.e.numeric13 unique values
0 missing
SpMax7_Bh.p.numeric16 unique values
0 missing
SpMax7_Bh.v.numeric15 unique values
0 missing
SpMax8_Bh.e.numeric13 unique values
0 missing
SpMax8_Bh.i.numeric14 unique values
0 missing
SpMax8_Bh.p.numeric9 unique values
0 missing
SpMax8_Bh.v.numeric10 unique values
0 missing
SpMin5_Bh.m.numeric13 unique values
0 missing
SpMin5_Bh.v.numeric14 unique values
0 missing
SpMin6_Bh.m.numeric14 unique values
0 missing
SpMin6_Bh.s.numeric11 unique values
0 missing
SpMin6_Bh.v.numeric13 unique values
0 missing
SpMin7_Bh.e.numeric15 unique values
0 missing
SpMin7_Bh.p.numeric14 unique values
0 missing
SpMin7_Bh.s.numeric13 unique values
0 missing
SpMin7_Bh.v.numeric14 unique values
0 missing
SpMin8_Bh.e.numeric14 unique values
0 missing
SpMin8_Bh.i.numeric12 unique values
0 missing
TIC2numeric17 unique values
0 missing
X.numeric8 unique values
0 missing
X1Anumeric7 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig04_AEA.ri.numeric15 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
Eig06_AEA.ed.numeric8 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
Eig15_AEA.ri.numeric13 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
Eig15_EA.bo.numeric12 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
Eig15_EA.ri.numeric13 unique values
0 missing
SdOnumeric17 unique values
0 missing
SM05_EA.ed.numeric12 unique values
0 missing
SM06_EA.ed.numeric12 unique values
0 missing
SM07_EA.ed.numeric14 unique values
0 missing
SM07_EA.ri.numeric16 unique values
0 missing
SM08_AEA.dm.numeric13 unique values
0 missing
SM08_EA.ed.numeric12 unique values
0 missing
SM08_EA.ri.numeric17 unique values
0 missing
SM09_AEA.dm.numeric13 unique values
0 missing
SM09_AEA.ri.numeric14 unique values
0 missing
SM09_EA.ed.numeric12 unique values
0 missing
SM09_EA.ri.numeric16 unique values
0 missing
SM10_AEA.ed.numeric12 unique values
0 missing
SM10_AEA.ri.numeric13 unique values
0 missing
SM10_EA.ri.numeric17 unique values
0 missing
SM11_AEA.ed.numeric12 unique values
0 missing
SM11_EA.ri.numeric16 unique values
0 missing
SM12_AEA.bo.numeric13 unique values
0 missing
SM12_AEA.ed.numeric12 unique values
0 missing
SM12_EA.ri.numeric16 unique values
0 missing
SM13_AEA.ed.numeric14 unique values
0 missing
SM13_EA.ri.numeric16 unique values
0 missing
SM14_AEA.ed.numeric13 unique values
0 missing
SM14_EAnumeric14 unique values
0 missing
SM14_EA.ri.numeric17 unique values
0 missing
SM15_AEA.ed.numeric13 unique values
0 missing
SM15_EA.ri.numeric16 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
GATS5enumeric16 unique values
0 missing
MATS5pnumeric17 unique values
0 missing
MWC10numeric13 unique values
0 missing
N.numeric9 unique values
0 missing
nCnumeric7 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
SM05_EA.bo.numeric10 unique values
0 missing
SM06_EA.bo.numeric14 unique values
0 missing
SM07_EA.bo.numeric14 unique values
0 missing
SM08_EA.bo.numeric14 unique values
0 missing
SM09_EA.bo.numeric14 unique values
0 missing
SpMax3_Bh.e.numeric13 unique values
0 missing
SpMax3_Bh.i.numeric10 unique values
0 missing
SpMax4_Bh.i.numeric11 unique values
0 missing
SpMax8_Bh.s.numeric15 unique values
0 missing
SpMin3_Bh.p.numeric9 unique values
0 missing
X4Anumeric5 unique values
0 missing
ATS3enumeric13 unique values
0 missing
ATS8inumeric15 unique values
0 missing
GATS5snumeric17 unique values
0 missing
IACnumeric12 unique values
0 missing
ON0numeric9 unique values
0 missing
ON0Vnumeric11 unique values
0 missing
Psi_i_snumeric12 unique values
0 missing
S3Knumeric14 unique values
0 missing
SM05_AEA.bo.numeric11 unique values
0 missing
SpMin4_Bh.v.numeric10 unique values
0 missing
TIC0numeric12 unique values
0 missing
Vindexnumeric13 unique values
0 missing
X2numeric13 unique values
0 missing
Xindexnumeric12 unique values
0 missing
Yindexnumeric14 unique values
0 missing
ZM1Kupnumeric12 unique values
0 missing
GATS6mnumeric16 unique values
0 missing
AECCnumeric13 unique values
0 missing
CSInumeric13 unique values
0 missing
ECCnumeric13 unique values
0 missing
X4numeric14 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
MATS2pnumeric13 unique values
0 missing
SM13_AEA.bo.numeric12 unique values
0 missing
SPInumeric14 unique values
0 missing
Uindexnumeric14 unique values
0 missing
ATS4snumeric16 unique values
0 missing
SM05_EA.ri.numeric14 unique values
0 missing
SM06_EA.ri.numeric16 unique values
0 missing
X5numeric14 unique values
0 missing
Eig10_EAnumeric7 unique values
0 missing
SM04_AEA.dm.numeric7 unique values
0 missing
Eig12_AEA.ed.numeric9 unique values
0 missing
GATS2vnumeric11 unique values
0 missing
GGI10numeric13 unique values
0 missing
HVcpxnumeric14 unique values
0 missing
IDEnumeric14 unique values
0 missing
MATS2mnumeric12 unique values
0 missing
D.Dtr05numeric14 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
SpMin5_Bh.s.numeric11 unique values
0 missing
SpMin6_Bh.p.numeric14 unique values
0 missing
ATS2snumeric16 unique values
0 missing
ATS3snumeric17 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
BACnumeric6 unique values
0 missing
DBInumeric7 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
Eta_Lnumeric15 unique values
0 missing
GNarnumeric9 unique values
0 missing
LOCnumeric9 unique values
0 missing
MATS2vnumeric11 unique values
0 missing
MCDnumeric8 unique values
0 missing
P_VSA_i_3numeric12 unique values
0 missing
SM02_EA.ed.numeric13 unique values
0 missing
SM03_AEA.ed.numeric11 unique values
0 missing
SM03_EA.ri.numeric8 unique values
0 missing
SM04_EAnumeric11 unique values
0 missing
SpMax6_Bh.s.numeric13 unique values
0 missing
SsCH3numeric8 unique values
0 missing
TIEnumeric17 unique values
0 missing
AACnumeric12 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
AMWnumeric12 unique values
0 missing
ARRnumeric8 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
ATS3inumeric13 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
ATS4inumeric15 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
ATS5snumeric17 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
ATS7enumeric17 unique values
0 missing
ATS7inumeric16 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
ATS7snumeric13 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
ATSC3enumeric14 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
ATSC4enumeric16 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
ATSC5enumeric16 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
BIC0numeric12 unique values
0 missing
BIC1numeric13 unique values
0 missing
BIC2numeric17 unique values
0 missing
BIC3numeric17 unique values
0 missing
BIC4numeric11 unique values
0 missing
BIC5numeric11 unique values
0 missing
BLInumeric12 unique values
0 missing
BLTA96numeric11 unique values
0 missing
BLTD48numeric11 unique values
0 missing
BLTF96numeric11 unique values
0 missing
C.numeric10 unique values
0 missing
C.001numeric2 unique values
0 missing
C.002numeric2 unique values
0 missing
C.006numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric2 unique values
0 missing
C.026numeric2 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
CIC1numeric13 unique values
0 missing
CIC2numeric17 unique values
0 missing
CIC3numeric17 unique values
0 missing
CIC4numeric13 unique values
0 missing
CIC5numeric12 unique values
0 missing
Cl.089numeric3 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
DELSnumeric17 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
Eig01_AEA.bo.numeric4 unique values
0 missing
Eig01_AEA.dm.numeric6 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
Eig01_AEA.ri.numeric4 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
Eig01_EA.bo.numeric3 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
Eig02_AEA.bo.numeric8 unique values
0 missing
Eig02_AEA.dm.numeric5 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
Eig02_AEA.ri.numeric8 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
Eig02_EA.bo.numeric5 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
Eig03_AEA.ri.numeric16 unique values
0 missing
Eig03_EAnumeric14 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
Eig04_AEA.ed.numeric13 unique values
0 missing
Eig04_EA.bo.numeric5 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
Eig05_AEA.dm.numeric14 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
Eig05_EA.ed.numeric14 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
Eig06_EA.ri.numeric15 unique values
0 missing
Eig07_AEA.bo.numeric14 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
Eig07_AEA.ri.numeric8 unique values
0 missing
Eig07_EAnumeric6 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
Eig07_EA.ri.numeric8 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
Eig08_EAnumeric14 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
Eig09_AEA.ed.numeric13 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
Eig09_EAnumeric7 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
Eig10_AEA.dm.numeric7 unique values
0 missing
Eig10_AEA.ed.numeric9 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
Eig11_AEA.dm.numeric7 unique values
0 missing
Eig11_AEA.ed.numeric9 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
596
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
595
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
99.83
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
2.02
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
1.71
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
-2.08
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.1
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
3.38
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.41
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
-1.66
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.23
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
4.5
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
12.97
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
-0.08
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.49
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.87
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
216.43
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
35.06
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
17
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
50770.18
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
4.12
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
15258.49
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
3.75
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
-0.85
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
54.64
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2.11
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.15
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
-4.12
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
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-CHEMBL1926497
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926497
0 runs - estimation_procedure: 50 times Clustering
Define a new task