Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660

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: CHEMBL3660 (TID: 12661), and it has 70 rows and 512 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.

514 features

pXC50 (target)numeric56 unique values
0 missing
molecule_id (row identifier)nominal70 unique values
0 missing
ATS1mnumeric60 unique values
0 missing
D.Dtr05numeric30 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
ATS1pnumeric62 unique values
0 missing
Eig10_AEA.bo.numeric43 unique values
0 missing
ATS1vnumeric61 unique values
0 missing
Eig11_AEA.bo.numeric46 unique values
0 missing
ATS2enumeric62 unique values
0 missing
Eig11_EAnumeric48 unique values
0 missing
ATS2inumeric62 unique values
0 missing
Eig11_EA.bo.numeric53 unique values
0 missing
ATS2mnumeric60 unique values
0 missing
Eig11_EA.ri.numeric58 unique values
0 missing
ATS2pnumeric60 unique values
0 missing
Eig12_AEA.dm.numeric48 unique values
0 missing
ATS2snumeric65 unique values
0 missing
GMTIVnumeric65 unique values
0 missing
ATS2vnumeric60 unique values
0 missing
SM05_AEA.dm.numeric48 unique values
0 missing
ATS3enumeric64 unique values
0 missing
IDDEnumeric55 unique values
0 missing
ATS3inumeric63 unique values
0 missing
Chi0_EA.ed.numeric59 unique values
0 missing
ATS3mnumeric64 unique values
0 missing
IC4numeric60 unique values
0 missing
ATS3pnumeric64 unique values
0 missing
IC5numeric60 unique values
0 missing
ATS3snumeric61 unique values
0 missing
Eig10_AEA.dm.numeric53 unique values
0 missing
ATS3vnumeric67 unique values
0 missing
ZM2Pernumeric65 unique values
0 missing
ATS4enumeric65 unique values
0 missing
ZM2Vnumeric59 unique values
0 missing
ATS4inumeric64 unique values
0 missing
Uinumeric19 unique values
0 missing
ATS4mnumeric65 unique values
0 missing
GNarnumeric48 unique values
0 missing
ATS4pnumeric67 unique values
0 missing
Chi1_EA.ed.numeric59 unique values
0 missing
ATS4snumeric62 unique values
0 missing
Eig03_AEA.ed.numeric46 unique values
0 missing
ATS4vnumeric67 unique values
0 missing
Eig03_EA.ed.numeric49 unique values
0 missing
ATS5enumeric67 unique values
0 missing
Eig08_EA.bo.numeric50 unique values
0 missing
ATS5inumeric65 unique values
0 missing
Eig09_AEA.bo.numeric40 unique values
0 missing
ATS5mnumeric66 unique values
0 missing
Eig09_AEA.ri.numeric52 unique values
0 missing
ATS5pnumeric67 unique values
0 missing
Eig09_EAnumeric52 unique values
0 missing
ATS5snumeric67 unique values
0 missing
Eig09_EA.bo.numeric45 unique values
0 missing
ATS5vnumeric65 unique values
0 missing
Eig09_EA.ed.numeric53 unique values
0 missing
ATS6enumeric65 unique values
0 missing
Eig09_EA.ri.numeric53 unique values
0 missing
ATS6inumeric66 unique values
0 missing
Eig10_AEA.ri.numeric48 unique values
0 missing
ATS6mnumeric65 unique values
0 missing
Eig10_EAnumeric41 unique values
0 missing
ATS6pnumeric65 unique values
0 missing
Eig10_EA.bo.numeric49 unique values
0 missing
ATS6snumeric67 unique values
0 missing
Eig10_EA.ed.numeric44 unique values
0 missing
ATS6vnumeric63 unique values
0 missing
Eig10_EA.ri.numeric45 unique values
0 missing
ATS7enumeric64 unique values
0 missing
Eig11_AEA.ed.numeric42 unique values
0 missing
ATS7inumeric66 unique values
0 missing
Eig13_AEA.ed.numeric45 unique values
0 missing
ATS7pnumeric65 unique values
0 missing
Eig14_AEA.bo.numeric47 unique values
0 missing
ATS7snumeric65 unique values
0 missing
Eig15_AEA.bo.numeric51 unique values
0 missing
ATS7vnumeric65 unique values
0 missing
Eta_betanumeric50 unique values
0 missing
ATS8enumeric64 unique values
0 missing
Eta_Fnumeric67 unique values
0 missing
ATS8inumeric64 unique values
0 missing
Eta_FLnumeric65 unique values
0 missing
ATS8mnumeric66 unique values
0 missing
ICRnumeric53 unique values
0 missing
ATS8pnumeric65 unique values
0 missing
MPC10numeric50 unique values
0 missing
ATS8snumeric65 unique values
0 missing
piIDnumeric59 unique values
0 missing
ATSC1enumeric57 unique values
0 missing
piPC01numeric40 unique values
0 missing
ATSC1inumeric61 unique values
0 missing
piPC09numeric55 unique values
0 missing
ATSC1mnumeric63 unique values
0 missing
piPC10numeric55 unique values
0 missing
ATSC1pnumeric63 unique values
0 missing
RDCHInumeric59 unique values
0 missing
ATSC1snumeric65 unique values
0 missing
SCBOnumeric40 unique values
0 missing
ATSC1vnumeric63 unique values
0 missing
SM03_AEA.dm.numeric52 unique values
0 missing
ATSC2enumeric59 unique values
0 missing
SM04_AEA.dm.numeric41 unique values
0 missing
ATSC2inumeric60 unique values
0 missing
SM04_AEA.ri.numeric53 unique values
0 missing
ATSC2mnumeric62 unique values
0 missing
SM05_AEA.ri.numeric44 unique values
0 missing
ATSC2pnumeric63 unique values
0 missing
SM12_AEA.dm.numeric49 unique values
0 missing
ATSC2snumeric67 unique values
0 missing
SNarnumeric48 unique values
0 missing
ATSC2vnumeric63 unique values
0 missing
SpMax5_Bh.m.numeric54 unique values
0 missing
ATSC3enumeric67 unique values
0 missing
Vindexnumeric51 unique values
0 missing
ATSC3inumeric66 unique values
0 missing
X3numeric59 unique values
0 missing
ATSC3mnumeric66 unique values
0 missing
X5numeric59 unique values
0 missing
ATSC3pnumeric67 unique values
0 missing
X5solnumeric63 unique values
0 missing
ATSC3snumeric67 unique values
0 missing
Xindexnumeric54 unique values
0 missing
ATSC3vnumeric67 unique values
0 missing
Xtnumeric47 unique values
0 missing
ATSC4enumeric64 unique values
0 missing
Yindexnumeric56 unique values
0 missing
ATSC4inumeric65 unique values
0 missing
ZM2Kupnumeric64 unique values
0 missing
ATSC4mnumeric67 unique values
0 missing
ZM1Pernumeric64 unique values
0 missing
ATSC4pnumeric67 unique values
0 missing
ZM1Vnumeric54 unique values
0 missing
ATSC4snumeric67 unique values
0 missing
Eig02_EA.ri.numeric48 unique values
0 missing
ATSC4vnumeric67 unique values
0 missing
X4Anumeric24 unique values
0 missing
ATSC5enumeric64 unique values
0 missing
Eig12_EA.ed.numeric52 unique values
0 missing
ATSC5inumeric65 unique values
0 missing
SM07_AEA.ri.numeric52 unique values
0 missing
ATSC5mnumeric67 unique values
0 missing
Eta_beta_Anumeric59 unique values
0 missing
ATSC5pnumeric67 unique values
0 missing
Eig11_AEA.ri.numeric56 unique values
0 missing
ATSC5snumeric67 unique values
0 missing
Eig11_EA.ed.numeric50 unique values
0 missing
ATSC5vnumeric67 unique values
0 missing
SM06_AEA.ri.numeric50 unique values
0 missing
ATSC6enumeric64 unique values
0 missing
Chi0_AEA.bo.numeric57 unique values
0 missing
ATSC6inumeric67 unique values
0 missing
Chi0_AEA.dm.numeric57 unique values
0 missing
ATSC6mnumeric67 unique values
0 missing
Chi0_AEA.ed.numeric57 unique values
0 missing
ATSC6pnumeric67 unique values
0 missing
Chi0_AEA.ri.numeric57 unique values
0 missing
ATSC6snumeric67 unique values
0 missing
Chi0_EAnumeric57 unique values
0 missing
ATSC6vnumeric67 unique values
0 missing
Eig08_AEA.bo.numeric52 unique values
0 missing
ATSC7enumeric67 unique values
0 missing
Eig12_AEA.bo.numeric42 unique values
0 missing
ATSC7inumeric67 unique values
0 missing
Eig12_AEA.ed.numeric53 unique values
0 missing
ATSC7mnumeric67 unique values
0 missing
Eig12_EAnumeric48 unique values
0 missing
ATSC7pnumeric67 unique values
0 missing
Eig12_EA.bo.numeric53 unique values
0 missing
ATSC7snumeric67 unique values
0 missing
Eig12_EA.ri.numeric54 unique values
0 missing
ATSC7vnumeric67 unique values
0 missing
Eig13_AEA.bo.numeric37 unique values
0 missing
ATSC8enumeric66 unique values
0 missing
Eig13_AEA.ri.numeric51 unique values
0 missing
ATSC8inumeric66 unique values
0 missing
Eig13_EAnumeric46 unique values
0 missing
ATSC8mnumeric67 unique values
0 missing
Eig13_EA.bo.numeric48 unique values
0 missing
ATSC8pnumeric67 unique values
0 missing
Eig13_EA.ri.numeric52 unique values
0 missing
ATSC8snumeric67 unique values
0 missing
Eig14_AEA.dm.numeric52 unique values
0 missing
ATSC8vnumeric67 unique values
0 missing
Eig15_AEA.ri.numeric44 unique values
0 missing
BACnumeric38 unique values
0 missing
Eig15_EA.ri.numeric54 unique values
0 missing
BBInumeric40 unique values
0 missing
MPC03numeric46 unique values
0 missing
BIC0numeric53 unique values
0 missing
SM06_AEA.dm.numeric48 unique values
0 missing
BIC1numeric59 unique values
0 missing
SM07_AEA.dm.numeric46 unique values
0 missing
BIC2numeric51 unique values
0 missing
SpAD_EA.bo.numeric60 unique values
0 missing
BIC3numeric53 unique values
0 missing
TPCnumeric52 unique values
0 missing
BIC4numeric52 unique values
0 missing
Wapnumeric55 unique values
0 missing
BIC5numeric49 unique values
0 missing
X3solnumeric63 unique values
0 missing
BLInumeric61 unique values
0 missing
ZM1Kupnumeric62 unique values
0 missing
BLTA96numeric57 unique values
0 missing
SpMax8_Bh.s.numeric49 unique values
0 missing
BLTD48numeric56 unique values
0 missing
ZM2MulPernumeric65 unique values
0 missing
BLTF96numeric57 unique values
0 missing
Eig13_AEA.dm.numeric50 unique values
0 missing
C.numeric41 unique values
0 missing
AECCnumeric56 unique values
0 missing
C.001numeric10 unique values
0 missing
CENTnumeric57 unique values
0 missing
C.002numeric11 unique values
0 missing
Chi0_EA.bo.numeric59 unique values
0 missing
C.003numeric5 unique values
0 missing
Chi0_EA.ri.numeric67 unique values
0 missing
C.005numeric2 unique values
0 missing
Chi1_AEA.bo.numeric57 unique values
0 missing
C.006numeric10 unique values
0 missing
Chi1_AEA.dm.numeric57 unique values
0 missing
C.007numeric2 unique values
0 missing
Chi1_AEA.ed.numeric57 unique values
0 missing
C.008numeric9 unique values
0 missing
Chi1_AEA.ri.numeric57 unique values
0 missing
C.011numeric2 unique values
0 missing
Chi1_EAnumeric57 unique values
0 missing
C.016numeric2 unique values
0 missing
Chi1_EA.bo.numeric60 unique values
0 missing
C.017numeric2 unique values
0 missing
Chi1_EA.ri.numeric67 unique values
0 missing
C.019numeric2 unique values
0 missing
CIDnumeric55 unique values
0 missing
C.024numeric12 unique values
0 missing
CSInumeric56 unique values
0 missing
C.025numeric7 unique values
0 missing
DECCnumeric56 unique values
0 missing
C.026numeric5 unique values
0 missing
Dznumeric50 unique values
0 missing
C.027numeric3 unique values
0 missing
ECCnumeric54 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig08_AEA.ri.numeric64 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig08_EAnumeric56 unique values
0 missing
C.033numeric4 unique values
0 missing
Eig08_EA.ri.numeric62 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig10_AEA.ed.numeric48 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig11_AEA.dm.numeric48 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig12_AEA.ri.numeric53 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig15_EA.ed.numeric46 unique values
0 missing
C.039numeric2 unique values
0 missing
GGI7numeric45 unique values
0 missing
C.040numeric14 unique values
0 missing
GMTInumeric59 unique values
0 missing
C.041numeric4 unique values
0 missing
HVcpxnumeric58 unique values
0 missing
C.042numeric3 unique values
0 missing
IDDMnumeric52 unique values
0 missing
C.043numeric2 unique values
0 missing
IDEnumeric57 unique values
0 missing
C.044numeric2 unique values
0 missing
IDETnumeric59 unique values
0 missing
CATS2D_00_DDnumeric8 unique values
0 missing
IDMTnumeric59 unique values
0 missing
CATS2D_00_DPnumeric8 unique values
0 missing
IVDMnumeric49 unique values
0 missing
CATS2D_00_PPnumeric8 unique values
0 missing
LPRSnumeric59 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
MPC01numeric34 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
MPC08numeric44 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
MPC09numeric48 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
MSDnumeric59 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
MWC01numeric34 unique values
0 missing
CATS2D_01_DPnumeric2 unique values
0 missing
nBOnumeric34 unique values
0 missing
CATS2D_01_LLnumeric23 unique values
0 missing
SM02_AEA.dm.numeric56 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
SM10_AEA.ri.numeric46 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
SMTInumeric59 unique values
0 missing
CATS2D_02_ALnumeric14 unique values
0 missing
SpAD_AEA.bo.numeric60 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
SpAD_AEA.ri.numeric67 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
SpAD_EAnumeric59 unique values
0 missing
CATS2D_02_DAnumeric11 unique values
0 missing
SpAD_EA.ri.numeric67 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
SpMax4_Bh.i.numeric53 unique values
0 missing
CATS2D_02_DLnumeric16 unique values
0 missing
SpMaxA_AEA.bo.numeric45 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
SpMaxA_AEA.ed.numeric45 unique values
0 missing
CATS2D_02_DPnumeric4 unique values
0 missing
SpMaxA_AEA.ri.numeric46 unique values
0 missing
CATS2D_02_LLnumeric21 unique values
0 missing
SpMaxA_EAnumeric43 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
SpMaxA_EA.dm.numeric35 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
SpMaxA_EA.ri.numeric43 unique values
0 missing
CATS2D_02_PPnumeric4 unique values
0 missing
SRW02numeric34 unique values
0 missing
CATS2D_03_AAnumeric7 unique values
0 missing
UNIPnumeric50 unique values
0 missing
CATS2D_03_ALnumeric19 unique values
0 missing
X1numeric56 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
X1Madnumeric67 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Xunumeric59 unique values
0 missing
CATS2D_03_DAnumeric12 unique values
0 missing
ZM1MulPernumeric65 unique values
0 missing
CATS2D_03_DDnumeric10 unique values
0 missing
S0Knumeric52 unique values
0 missing
CATS2D_03_DLnumeric18 unique values
0 missing
SMTIVnumeric65 unique values
0 missing
CATS2D_03_DNnumeric3 unique values
0 missing
Eta_betaPnumeric23 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
nBMnumeric19 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
nCsp2numeric18 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
piPC03numeric58 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
Ucnumeric19 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
X2Anumeric37 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
nCICnumeric9 unique values
0 missing
CATS2D_04_ALnumeric20 unique values
0 missing
nCIRnumeric12 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
Rperimnumeric20 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
TRSnumeric20 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
ATS7mnumeric66 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
IC3numeric62 unique values
0 missing
CATS2D_04_DLnumeric16 unique values
0 missing
Eig02_AEA.ri.numeric50 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
Eig08_EA.ed.numeric52 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eig09_AEA.ed.numeric51 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
Eta_betaSnumeric44 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GGI9numeric48 unique values
0 missing
CATS2D_04_PLnumeric6 unique values
0 missing
SM02_AEA.bo.numeric54 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
SM03_AEA.ri.numeric52 unique values
0 missing
CATS2D_05_AAnumeric14 unique values
0 missing
SpMax2_Bh.i.numeric54 unique values
0 missing
CATS2D_05_ALnumeric18 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
ATS1snumeric63 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
Eig02_EAnumeric43 unique values
0 missing
CATS2D_05_DAnumeric13 unique values
0 missing
Eig02_EA.ed.numeric51 unique values
0 missing
CATS2D_05_DDnumeric6 unique values
0 missing
MATS7vnumeric57 unique values
0 missing
CATS2D_05_DLnumeric15 unique values
0 missing
SM10_AEA.bo.numeric43 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
SM11_AEA.dm.numeric51 unique values
0 missing
CATS2D_05_DPnumeric4 unique values
0 missing
VARnumeric48 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
JGI6numeric14 unique values
0 missing
CATS2D_05_NLnumeric5 unique values
0 missing
SpMin3_Bh.e.numeric54 unique values
0 missing
CATS2D_05_PLnumeric7 unique values
0 missing
SpMin3_Bh.i.numeric53 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
SpMin3_Bh.v.numeric57 unique values
0 missing
CATS2D_06_AAnumeric10 unique values
0 missing
ATS8vnumeric63 unique values
0 missing
CATS2D_06_ALnumeric20 unique values
0 missing
BIDnumeric39 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
Eig13_EA.ed.numeric46 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
Eig14_AEA.ri.numeric51 unique values
0 missing
CATS2D_06_DAnumeric12 unique values
0 missing
Eig14_EAnumeric45 unique values
0 missing
CATS2D_06_DDnumeric11 unique values
0 missing
Eig14_EA.bo.numeric53 unique values
0 missing
CATS2D_06_DLnumeric17 unique values
0 missing
Eig14_EA.ri.numeric55 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
Eig15_AEA.dm.numeric54 unique values
0 missing
CATS2D_06_DPnumeric5 unique values
0 missing
Eig15_EA.bo.numeric51 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
Eta_alphanumeric57 unique values
0 missing
CATS2D_06_NLnumeric7 unique values
0 missing
HDcpxnumeric49 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
IDMnumeric57 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
MDDDnumeric59 unique values
0 missing
CATS2D_07_ALnumeric19 unique values
0 missing
MPC07numeric46 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
nSKnumeric31 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
ON1numeric57 unique values
0 missing
CATS2D_07_DAnumeric9 unique values
0 missing
Psi_e_0numeric66 unique values
0 missing
CATS2D_07_DDnumeric8 unique values
0 missing
Psi_i_0numeric62 unique values
0 missing
CATS2D_07_DLnumeric15 unique values
0 missing
Psi_i_1numeric64 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
RDSQnumeric59 unique values
0 missing
CATS2D_07_DPnumeric6 unique values
0 missing
SM08_AEA.dm.numeric45 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
SM08_AEA.ri.numeric46 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
SpAD_AEA.dm.numeric63 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
PDInumeric52 unique values
0 missing
CATS2D_08_AAnumeric12 unique values
0 missing
Eig03_AEA.ri.numeric55 unique values
0 missing
CATS2D_08_ALnumeric21 unique values
0 missing
SpMax4_Bh.m.numeric55 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
Eig03_EAnumeric49 unique values
0 missing
CATS2D_08_APnumeric7 unique values
0 missing
SM11_AEA.bo.numeric49 unique values
0 missing
CATS2D_08_DAnumeric15 unique values
0 missing
LOCnumeric48 unique values
0 missing
CATS2D_08_DDnumeric7 unique values
0 missing
MWC02numeric46 unique values
0 missing
CATS2D_08_DLnumeric22 unique values
0 missing
MWC03numeric52 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
piPC02numeric50 unique values
0 missing
CATS2D_08_DPnumeric5 unique values
0 missing
SM02_EA.bo.numeric50 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
SpAD_AEA.ed.numeric59 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
SpMaxA_AEA.dm.numeric45 unique values
0 missing
CATS2D_08_PLnumeric7 unique values
0 missing
SRW04numeric49 unique values
0 missing
CATS2D_09_AAnumeric9 unique values
0 missing
X1solnumeric58 unique values
0 missing
CATS2D_09_ALnumeric24 unique values
0 missing
ZM1numeric46 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
ZM2numeric52 unique values
0 missing
CATS2D_09_APnumeric8 unique values
0 missing
TPSA.NO.numeric38 unique values
0 missing
CATS2D_09_DAnumeric14 unique values
0 missing
SpMax3_Bh.v.numeric52 unique values
0 missing
CATS2D_09_DDnumeric8 unique values
0 missing
Eig03_AEA.bo.numeric48 unique values
0 missing
CATS2D_09_DLnumeric19 unique values
0 missing
Eig04_AEA.ed.numeric45 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
SpMax4_Bh.e.numeric55 unique values
0 missing
CATS2D_09_DPnumeric4 unique values
0 missing
SpMax4_Bh.v.numeric56 unique values
0 missing
CATS2D_09_LLnumeric19 unique values
0 missing
MATS3mnumeric59 unique values
0 missing
CATS2D_09_NLnumeric7 unique values
0 missing
Eig03_EA.ri.numeric56 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
SpMax3_Bh.i.numeric55 unique values
0 missing
Chi0_EA.dm.numeric59 unique values
0 missing
SpMax3_Bh.m.numeric43 unique values
0 missing
Chi1_EA.dm.numeric59 unique values
0 missing
SpMax4_Bh.p.numeric55 unique values
0 missing
CIC0numeric61 unique values
0 missing
SpMax3_Bh.p.numeric52 unique values
0 missing
CIC1numeric60 unique values
0 missing
GGI8numeric44 unique values
0 missing
CIC2numeric62 unique values
0 missing
AACnumeric55 unique values
0 missing
CIC3numeric63 unique values
0 missing
ALOGPnumeric63 unique values
0 missing
CIC4numeric61 unique values
0 missing
ALOGP2numeric63 unique values
0 missing
CIC5numeric59 unique values
0 missing
AMRnumeric63 unique values
0 missing
Cl.089numeric4 unique values
0 missing
AMWnumeric62 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ARRnumeric39 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1enumeric61 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1inumeric62 unique values
0 missing
DBInumeric33 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
70
Number of instances (rows) of the dataset.
NumberOfFeatures
514
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
513
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
7.34
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.78
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
1.6
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.6
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
7476.2
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
1.47
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.88
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
1.17
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
70
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.01
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
375643.16
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
4.02
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.43
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.76
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.37
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.19
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
949115.28
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.06
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
7.14
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
0.84
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
4.23
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
2914.41
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.77
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.17
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.59
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-CHEMBL3660
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3660
0 runs - estimation_procedure: 50 times Clustering
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