Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL5705 (TID: 101510), and it has 61 rows and 486 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.

488 features

pXC50 (target)numeric52 unique values
0 missing
molecule_id (row identifier)nominal61 unique values
0 missing
SM06_AEA.ri.numeric33 unique values
0 missing
MATS2inumeric50 unique values
0 missing
SM07_AEA.dm.numeric16 unique values
0 missing
MATS2pnumeric51 unique values
0 missing
SM07_AEA.ri.numeric26 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
SM07_EA.bo.numeric36 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
SM08_AEA.ri.numeric18 unique values
0 missing
GATS2pnumeric52 unique values
0 missing
SM08_EA.bo.numeric36 unique values
0 missing
MATS2vnumeric49 unique values
0 missing
SM09_EA.bo.numeric37 unique values
0 missing
ATS8mnumeric49 unique values
0 missing
SM14_AEA.bo.numeric30 unique values
0 missing
GMTIVnumeric59 unique values
0 missing
SM15_AEA.bo.numeric28 unique values
0 missing
Psi_i_snumeric38 unique values
0 missing
SM15_AEA.ri.numeric37 unique values
0 missing
ZM1Kupnumeric42 unique values
0 missing
SNarnumeric23 unique values
0 missing
ZM1MulPernumeric56 unique values
0 missing
SpAD_AEA.bo.numeric37 unique values
0 missing
ZM1Pernumeric56 unique values
0 missing
SpAD_AEA.dm.numeric43 unique values
0 missing
ZM1Vnumeric33 unique values
0 missing
SpAD_AEA.ed.numeric36 unique values
0 missing
ZM2Kupnumeric54 unique values
0 missing
SpAD_AEA.ri.numeric60 unique values
0 missing
ZM2MulPernumeric59 unique values
0 missing
SpAD_EAnumeric36 unique values
0 missing
ZM2Pernumeric59 unique values
0 missing
SpAD_EA.bo.numeric37 unique values
0 missing
ZM2Vnumeric43 unique values
0 missing
SpAD_EA.ri.numeric57 unique values
0 missing
CATS2D_06_AAnumeric8 unique values
0 missing
SpMaxA_AEA.bo.numeric16 unique values
0 missing
Mpnumeric25 unique values
0 missing
SpMaxA_AEA.ri.numeric15 unique values
0 missing
N.075numeric6 unique values
0 missing
SRW02numeric14 unique values
0 missing
NaaNnumeric6 unique values
0 missing
SRW04numeric22 unique values
0 missing
nNnumeric7 unique values
0 missing
TPCnumeric28 unique values
0 missing
P_VSA_e_3numeric16 unique values
0 missing
Wapnumeric30 unique values
0 missing
P_VSA_i_4numeric18 unique values
0 missing
X0numeric25 unique values
0 missing
P_VSA_MR_7numeric12 unique values
0 missing
X0solnumeric26 unique values
0 missing
SaaNnumeric57 unique values
0 missing
X1numeric33 unique values
0 missing
SpMin4_Bh.e.numeric35 unique values
0 missing
X1solnumeric35 unique values
0 missing
SpMin4_Bh.i.numeric38 unique values
0 missing
X2numeric35 unique values
0 missing
N.numeric27 unique values
0 missing
X3numeric36 unique values
0 missing
ZM1Madnumeric54 unique values
0 missing
X4numeric36 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
X4solnumeric39 unique values
0 missing
SpMAD_EAnumeric23 unique values
0 missing
Xunumeric36 unique values
0 missing
Eig06_EA.bo.numeric35 unique values
0 missing
ZM1numeric21 unique values
0 missing
SpMax6_Bh.m.numeric36 unique values
0 missing
ZM2numeric29 unique values
0 missing
C.numeric29 unique values
0 missing
P_VSA_LogP_4numeric33 unique values
0 missing
Eta_epsinumeric38 unique values
0 missing
ATSC5enumeric58 unique values
0 missing
Eig10_AEA.ri.numeric55 unique values
0 missing
Eig11_AEA.ri.numeric45 unique values
0 missing
SRW10numeric33 unique values
0 missing
SpMax4_Bh.v.numeric45 unique values
0 missing
Eig09_EA.bo.numeric33 unique values
0 missing
Eig02_AEA.bo.numeric29 unique values
0 missing
Eig10_AEA.bo.numeric35 unique values
0 missing
Eig07_AEA.dm.numeric39 unique values
0 missing
Eig10_EA.bo.numeric32 unique values
0 missing
Eig07_EA.bo.numeric33 unique values
0 missing
Eig11_AEA.bo.numeric33 unique values
0 missing
Eig07_EA.ri.numeric48 unique values
0 missing
Eig11_EA.bo.numeric30 unique values
0 missing
Eig08_AEA.dm.numeric34 unique values
0 missing
Eig11_EA.ri.numeric48 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
Eig08_AEA.ri.numeric41 unique values
0 missing
Eig12_AEA.ri.numeric35 unique values
0 missing
Eig08_EA.ed.numeric24 unique values
0 missing
Eig12_EA.bo.numeric31 unique values
0 missing
Eig08_EA.ri.numeric45 unique values
0 missing
Eig12_EA.ri.numeric39 unique values
0 missing
Eig09_AEA.dm.numeric37 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
Eig09_EA.ed.numeric36 unique values
0 missing
GGI2numeric14 unique values
0 missing
Eig10_AEA.dm.numeric29 unique values
0 missing
piPC02numeric27 unique values
0 missing
Eig10_EAnumeric35 unique values
0 missing
piPC08numeric34 unique values
0 missing
Eig12_AEA.dm.numeric21 unique values
0 missing
piPC09numeric29 unique values
0 missing
Eig13_AEA.dm.numeric21 unique values
0 missing
SM02_EA.bo.numeric27 unique values
0 missing
Eta_betaSnumeric25 unique values
0 missing
SM04_EA.bo.numeric34 unique values
0 missing
GGI1numeric9 unique values
0 missing
X5numeric35 unique values
0 missing
GGI10numeric30 unique values
0 missing
X5solnumeric38 unique values
0 missing
GGI4numeric33 unique values
0 missing
ATSC1inumeric42 unique values
0 missing
GGI9numeric29 unique values
0 missing
Eta_betaS_Anumeric29 unique values
0 missing
MWC08numeric31 unique values
0 missing
GATS2vnumeric47 unique values
0 missing
MWC09numeric32 unique values
0 missing
GATS8enumeric50 unique values
0 missing
MWC10numeric34 unique values
0 missing
SpDiam_AEA.ri.numeric21 unique values
0 missing
Qindexnumeric12 unique values
0 missing
ATSC8enumeric55 unique values
0 missing
Ramnumeric11 unique values
0 missing
IC1numeric51 unique values
0 missing
SM03_AEA.ri.numeric24 unique values
0 missing
ATS7vnumeric52 unique values
0 missing
SM03_EAnumeric11 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
SM04_AEA.dm.numeric35 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
SM04_AEA.ri.numeric36 unique values
0 missing
Eig05_AEA.bo.numeric33 unique values
0 missing
SM05_EAnumeric22 unique values
0 missing
Eig08_AEA.bo.numeric31 unique values
0 missing
SM15_EAnumeric29 unique values
0 missing
SM10_EA.ri.numeric51 unique values
0 missing
TWCnumeric35 unique values
0 missing
SM13_AEA.ri.numeric10 unique values
0 missing
ATS1pnumeric41 unique values
0 missing
SM14_EA.ri.numeric46 unique values
0 missing
ATS2pnumeric52 unique values
0 missing
SpMax3_Bh.m.numeric19 unique values
0 missing
ATS3pnumeric51 unique values
0 missing
SpMax5_Bh.p.numeric29 unique values
0 missing
ATSC3inumeric55 unique values
0 missing
SpMax5_Bh.v.numeric33 unique values
0 missing
ATSC4inumeric58 unique values
0 missing
SpMin1_Bh.e.numeric29 unique values
0 missing
Spnumeric39 unique values
0 missing
SpMin1_Bh.i.numeric31 unique values
0 missing
SpMax1_Bh.v.numeric36 unique values
0 missing
SpMin2_Bh.e.numeric16 unique values
0 missing
X5vnumeric60 unique values
0 missing
SpMin2_Bh.i.numeric12 unique values
0 missing
SpMAD_AEA.ri.numeric22 unique values
0 missing
SpMin2_Bh.m.numeric21 unique values
0 missing
ATS4pnumeric55 unique values
0 missing
SpMin2_Bh.s.numeric31 unique values
0 missing
ATSC5inumeric60 unique values
0 missing
SpMin3_Bh.s.numeric11 unique values
0 missing
X2vnumeric58 unique values
0 missing
SpMin6_Bh.s.numeric20 unique values
0 missing
X3vnumeric61 unique values
0 missing
Eig06_AEA.ed.numeric19 unique values
0 missing
X4vnumeric60 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
ATSC5pnumeric61 unique values
0 missing
SM15_AEA.dm.numeric22 unique values
0 missing
SpMax7_Bh.s.numeric41 unique values
0 missing
SpMax1_Bh.p.numeric37 unique values
0 missing
ATS1vnumeric42 unique values
0 missing
SM03_EA.ed.numeric27 unique values
0 missing
ATS2vnumeric45 unique values
0 missing
SM04_EA.ed.numeric33 unique values
0 missing
ATS3vnumeric51 unique values
0 missing
SM05_EA.ri.numeric49 unique values
0 missing
ATS5inumeric53 unique values
0 missing
SM06_EAnumeric34 unique values
0 missing
Eig06_AEA.ri.numeric49 unique values
0 missing
SM07_EA.ri.numeric56 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
SM09_EA.ri.numeric50 unique values
0 missing
Eig07_EA.ed.numeric28 unique values
0 missing
SRW06numeric30 unique values
0 missing
MWC07numeric34 unique values
0 missing
SRW08numeric33 unique values
0 missing
Psi_i_0numeric42 unique values
0 missing
AMRnumeric56 unique values
0 missing
Psi_i_1numeric54 unique values
0 missing
ATS3mnumeric49 unique values
0 missing
SM02_AEA.ri.numeric28 unique values
0 missing
Eig04_AEA.bo.numeric32 unique values
0 missing
SM02_EA.ed.numeric33 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
SM04_EAnumeric29 unique values
0 missing
Eta_alphanumeric36 unique values
0 missing
SpMax2_Bh.m.numeric41 unique values
0 missing
piPC03numeric31 unique values
0 missing
Svnumeric39 unique values
0 missing
SM03_AEA.bo.numeric29 unique values
0 missing
VvdwZAZnumeric40 unique values
0 missing
SM03_AEA.ed.numeric33 unique values
0 missing
X0vnumeric41 unique values
0 missing
SM04_AEA.bo.numeric34 unique values
0 missing
X1Kupnumeric53 unique values
0 missing
SM04_AEA.ed.numeric33 unique values
0 missing
X1vnumeric53 unique values
0 missing
SM05_AEA.bo.numeric33 unique values
0 missing
Eig04_EA.ri.numeric37 unique values
0 missing
SM05_AEA.ed.numeric35 unique values
0 missing
Eig06_EA.ri.numeric45 unique values
0 missing
SM06_AEA.bo.numeric31 unique values
0 missing
Eig10_EA.ri.numeric56 unique values
0 missing
SM06_EA.bo.numeric36 unique values
0 missing
SM08_EA.ed.numeric26 unique values
0 missing
SM07_AEA.bo.numeric35 unique values
0 missing
SM08_EA.ri.numeric48 unique values
0 missing
SM08_AEA.bo.numeric33 unique values
0 missing
GATS2inumeric49 unique values
0 missing
SM09_AEA.ri.numeric17 unique values
0 missing
Eig02_EAnumeric26 unique values
0 missing
SpAD_EA.ed.numeric36 unique values
0 missing
Eig03_EAnumeric26 unique values
0 missing
VvdwMGnumeric40 unique values
0 missing
Eig03_EA.ed.numeric29 unique values
0 missing
Vxnumeric40 unique values
0 missing
GGI3numeric24 unique values
0 missing
X2solnumeric36 unique values
0 missing
SM09_EAnumeric35 unique values
0 missing
X3solnumeric39 unique values
0 missing
SM09_EA.ed.numeric24 unique values
0 missing
Eta_Bnumeric25 unique values
0 missing
SM10_AEA.bo.numeric26 unique values
0 missing
SpMax5_Bh.m.numeric43 unique values
0 missing
SM10_EAnumeric34 unique values
0 missing
Eig02_AEA.ri.numeric41 unique values
0 missing
SM11_AEA.bo.numeric26 unique values
0 missing
DELSnumeric61 unique values
0 missing
SM11_EAnumeric33 unique values
0 missing
Eig03_AEA.ri.numeric25 unique values
0 missing
SM12_AEA.dm.numeric29 unique values
0 missing
Eig04_AEA.ri.numeric35 unique values
0 missing
SM12_EAnumeric35 unique values
0 missing
Eig04_EAnumeric32 unique values
0 missing
SM13_EAnumeric33 unique values
0 missing
SM05_EA.ed.numeric33 unique values
0 missing
SM14_EAnumeric31 unique values
0 missing
SM06_AEA.ed.numeric33 unique values
0 missing
ATS4vnumeric52 unique values
0 missing
SM06_EA.ed.numeric32 unique values
0 missing
ATS5enumeric56 unique values
0 missing
SM07_AEA.ed.numeric31 unique values
0 missing
ATS5vnumeric56 unique values
0 missing
SM07_EAnumeric34 unique values
0 missing
ATSC6inumeric56 unique values
0 missing
SM07_EA.ed.numeric30 unique values
0 missing
XMODnumeric51 unique values
0 missing
SM08_AEA.ed.numeric31 unique values
0 missing
ATSC4pnumeric61 unique values
0 missing
SM08_EAnumeric33 unique values
0 missing
ZM2Madnumeric55 unique values
0 missing
SM09_AEA.ed.numeric32 unique values
0 missing
SpMax3_Bh.p.numeric27 unique values
0 missing
SM10_AEA.ed.numeric30 unique values
0 missing
ATSC2inumeric48 unique values
0 missing
SM11_AEA.ed.numeric34 unique values
0 missing
SpMax4_Bh.m.numeric43 unique values
0 missing
SM12_AEA.bo.numeric32 unique values
0 missing
SpMax1_Bh.m.numeric34 unique values
0 missing
SM12_AEA.ed.numeric30 unique values
0 missing
C.025numeric6 unique values
0 missing
SM13_AEA.ed.numeric30 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
SM14_AEA.ed.numeric28 unique values
0 missing
ATS5pnumeric55 unique values
0 missing
SM15_AEA.ed.numeric30 unique values
0 missing
Eta_Cnumeric61 unique values
0 missing
SM03_EA.ri.numeric37 unique values
0 missing
IC4numeric38 unique values
0 missing
Eig15_AEA.ed.numeric17 unique values
0 missing
IC5numeric38 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
MAXDPnumeric53 unique values
0 missing
nBMnumeric11 unique values
0 missing
TIC3numeric45 unique values
0 missing
nCarnumeric11 unique values
0 missing
TIC4numeric40 unique values
0 missing
Ucnumeric11 unique values
0 missing
TIC5numeric39 unique values
0 missing
Uinumeric13 unique values
0 missing
AACnumeric36 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
AECCnumeric32 unique values
0 missing
Eta_Fnumeric61 unique values
0 missing
ALOGPnumeric55 unique values
0 missing
piIDnumeric35 unique values
0 missing
ALOGP2numeric56 unique values
0 missing
piPC05numeric34 unique values
0 missing
AMWnumeric39 unique values
0 missing
ATSC5vnumeric61 unique values
0 missing
ARRnumeric19 unique values
0 missing
Eig15_AEA.bo.numeric22 unique values
0 missing
ATS1enumeric38 unique values
0 missing
Eig15_EA.bo.numeric24 unique values
0 missing
ATS1inumeric42 unique values
0 missing
MATS1vnumeric31 unique values
0 missing
ATS2enumeric44 unique values
0 missing
PCRnumeric30 unique values
0 missing
ATS2inumeric41 unique values
0 missing
P_VSA_LogP_5numeric47 unique values
0 missing
ATS2snumeric52 unique values
0 missing
SpMin5_Bh.e.numeric36 unique values
0 missing
ATS3enumeric46 unique values
0 missing
Eig08_EAnumeric29 unique values
0 missing
ATS3inumeric49 unique values
0 missing
SM02_AEA.dm.numeric29 unique values
0 missing
ATS3snumeric55 unique values
0 missing
ATSC3pnumeric56 unique values
0 missing
ATS4enumeric51 unique values
0 missing
SpMAD_EA.ed.numeric34 unique values
0 missing
ATS4inumeric53 unique values
0 missing
SpMax3_Bh.v.numeric26 unique values
0 missing
ATS4snumeric56 unique values
0 missing
ATS1mnumeric38 unique values
0 missing
ATS5snumeric50 unique values
0 missing
ATS1snumeric46 unique values
0 missing
ATS6enumeric51 unique values
0 missing
ATS2mnumeric48 unique values
0 missing
ATS6inumeric52 unique values
0 missing
ATS4mnumeric55 unique values
0 missing
ATS6mnumeric48 unique values
0 missing
ATS5mnumeric54 unique values
0 missing
ATS6pnumeric54 unique values
0 missing
ATS7mnumeric52 unique values
0 missing
ATS6snumeric50 unique values
0 missing
BBInumeric19 unique values
0 missing
ATS6vnumeric54 unique values
0 missing
BIDnumeric15 unique values
0 missing
ATS7enumeric47 unique values
0 missing
CENTnumeric36 unique values
0 missing
ATS7inumeric52 unique values
0 missing
Chi0_AEA.bo.numeric33 unique values
0 missing
ATS7pnumeric54 unique values
0 missing
Chi0_AEA.dm.numeric33 unique values
0 missing
ATS7snumeric54 unique values
0 missing
Chi0_AEA.ed.numeric33 unique values
0 missing
ATS8enumeric51 unique values
0 missing
Chi0_AEA.ri.numeric33 unique values
0 missing
ATS8inumeric52 unique values
0 missing
Chi0_EAnumeric33 unique values
0 missing
ATS8pnumeric51 unique values
0 missing
Chi0_EA.ri.numeric54 unique values
0 missing
ATS8snumeric53 unique values
0 missing
Chi1_AEA.bo.numeric34 unique values
0 missing
ATS8vnumeric51 unique values
0 missing
Chi1_AEA.dm.numeric34 unique values
0 missing
ATSC1enumeric41 unique values
0 missing
Chi1_AEA.ed.numeric34 unique values
0 missing
ATSC1mnumeric43 unique values
0 missing
Chi1_AEA.ri.numeric34 unique values
0 missing
ATSC1pnumeric40 unique values
0 missing
Chi1_EAnumeric34 unique values
0 missing
ATSC1snumeric53 unique values
0 missing
Chi1_EA.ri.numeric56 unique values
0 missing
ATSC1vnumeric42 unique values
0 missing
CIDnumeric28 unique values
0 missing
ATSC2enumeric53 unique values
0 missing
Dznumeric30 unique values
0 missing
ATSC2mnumeric56 unique values
0 missing
Eig05_EA.bo.numeric37 unique values
0 missing
ATSC2pnumeric55 unique values
0 missing
Eig06_AEA.bo.numeric34 unique values
0 missing
ATSC2snumeric59 unique values
0 missing
Eig06_EAnumeric30 unique values
0 missing
ATSC2vnumeric56 unique values
0 missing
Eig07_AEA.bo.numeric35 unique values
0 missing
ATSC3enumeric53 unique values
0 missing
Eig07_AEA.ri.numeric42 unique values
0 missing
ATSC3mnumeric58 unique values
0 missing
Eig07_EAnumeric28 unique values
0 missing
ATSC3snumeric60 unique values
0 missing
Eig09_AEA.bo.numeric36 unique values
0 missing
ATSC3vnumeric58 unique values
0 missing
Eig09_AEA.ed.numeric33 unique values
0 missing
ATSC4enumeric57 unique values
0 missing
Eig09_AEA.ri.numeric56 unique values
0 missing
ATSC4mnumeric61 unique values
0 missing
Eig09_EAnumeric35 unique values
0 missing
ATSC4snumeric61 unique values
0 missing
Eig09_EA.ri.numeric56 unique values
0 missing
ATSC4vnumeric61 unique values
0 missing
Eig11_AEA.ed.numeric30 unique values
0 missing
ATSC5mnumeric61 unique values
0 missing
Eig11_EAnumeric27 unique values
0 missing
ATSC5snumeric61 unique values
0 missing
Eig11_EA.ed.numeric33 unique values
0 missing
ATSC6enumeric55 unique values
0 missing
Eig12_AEA.ed.numeric30 unique values
0 missing
ATSC6mnumeric59 unique values
0 missing
Eig12_EA.ed.numeric26 unique values
0 missing
ATSC6pnumeric58 unique values
0 missing
Eig13_AEA.ri.numeric29 unique values
0 missing
ATSC6snumeric60 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
ATSC6vnumeric60 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
ATSC7enumeric57 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
ATSC7inumeric51 unique values
0 missing
Eig13_EA.ri.numeric31 unique values
0 missing
ATSC7mnumeric57 unique values
0 missing
Eig14_AEA.bo.numeric24 unique values
0 missing
ATSC7pnumeric57 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
ATSC7snumeric57 unique values
0 missing
GGI5numeric32 unique values
0 missing
ATSC7vnumeric56 unique values
0 missing
GMTInumeric36 unique values
0 missing
ATSC8inumeric57 unique values
0 missing
HDcpxnumeric27 unique values
0 missing
ATSC8mnumeric57 unique values
0 missing
IDDMnumeric27 unique values
0 missing
ATSC8pnumeric56 unique values
0 missing
IDETnumeric36 unique values
0 missing
ATSC8snumeric57 unique values
0 missing
IDMnumeric33 unique values
0 missing
ATSC8vnumeric57 unique values
0 missing
IVDMnumeric25 unique values
0 missing
BACnumeric18 unique values
0 missing
LPRSnumeric36 unique values
0 missing
BIC0numeric23 unique values
0 missing
MPC01numeric14 unique values
0 missing
BIC1numeric40 unique values
0 missing
MPC02numeric19 unique values
0 missing
BIC2numeric42 unique values
0 missing
MPC03numeric22 unique values
0 missing
BIC3numeric32 unique values
0 missing
MPC04numeric25 unique values
0 missing
BIC4numeric31 unique values
0 missing
MPC05numeric24 unique values
0 missing
BIC5numeric31 unique values
0 missing
MPC06numeric27 unique values
0 missing
BLInumeric39 unique values
0 missing
MPC07numeric31 unique values
0 missing
BLTA96numeric45 unique values
0 missing
MPC10numeric28 unique values
0 missing
BLTD48numeric45 unique values
0 missing
MWnumeric39 unique values
0 missing
BLTF96numeric44 unique values
0 missing
MWC01numeric14 unique values
0 missing
C.001numeric4 unique values
0 missing
MWC02numeric21 unique values
0 missing
C.002numeric5 unique values
0 missing
MWC03numeric29 unique values
0 missing
C.003numeric2 unique values
0 missing
MWC04numeric33 unique values
0 missing
C.005numeric4 unique values
0 missing
MWC05numeric35 unique values
0 missing
MWC06numeric33 unique values
0 missing
nBOnumeric14 unique values
0 missing
nSKnumeric13 unique values
0 missing
ON0numeric21 unique values
0 missing
ON1numeric31 unique values
0 missing
piPC01numeric22 unique values
0 missing
piPC04numeric30 unique values
0 missing
piPC06numeric35 unique values
0 missing
piPC07numeric34 unique values
0 missing
piPC10numeric33 unique values
0 missing
Polnumeric19 unique values
0 missing
Psi_e_0numeric60 unique values
0 missing
Psi_e_1numeric59 unique values
0 missing
RDSQnumeric36 unique values
0 missing
S0Knumeric30 unique values
0 missing
SCBOnumeric22 unique values
0 missing
SM02_AEA.bo.numeric27 unique values
0 missing
SM02_AEA.ed.numeric30 unique values
0 missing
SM02_EAnumeric19 unique values
0 missing
SM02_EA.ri.numeric47 unique values
0 missing
SM03_AEA.dm.numeric35 unique values
0 missing
SM03_EA.bo.numeric19 unique values
0 missing
SM05_AEA.dm.numeric27 unique values
0 missing
SM05_EA.bo.numeric34 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
61
Number of instances (rows) of the dataset.
NumberOfFeatures
488
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
487
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
2.88
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
20.66
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
465.22
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-5.31
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.65
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.35
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
12.16
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
8
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-3.82
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
5.38
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.
MeanStdDevOfNumericAtts
158.3
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-3.57
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.63
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
1.01
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
59.79
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.46
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
96143.15
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
32.56
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
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
16.83
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.7
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.24
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.03
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
-3.1
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
38266.04
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
9.64
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
3.58
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705
0 runs - estimation_procedure: 50 times Clustering
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