Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399

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: CHEMBL3399 (TID: 10559), and it has 88 rows and 693 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.

695 features

pXC50 (target)numeric79 unique values
0 missing
molecule_id (row identifier)nominal88 unique values
0 missing
ATSC8inumeric83 unique values
0 missing
Eig14_AEA.ed.numeric54 unique values
0 missing
SpMax2_Bh.v.numeric59 unique values
0 missing
ATSC8mnumeric86 unique values
0 missing
Eig14_AEA.ri.numeric62 unique values
0 missing
SpMax2_Bh.p.numeric58 unique values
0 missing
ATSC8pnumeric85 unique values
0 missing
Eig14_EAnumeric48 unique values
0 missing
SpMin2_Bh.e.numeric60 unique values
0 missing
ATSC8snumeric87 unique values
0 missing
Eig14_EA.bo.numeric59 unique values
0 missing
SpMin2_Bh.i.numeric55 unique values
0 missing
ATSC8vnumeric86 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
SpMax2_Bh.e.numeric60 unique values
0 missing
BACnumeric29 unique values
0 missing
Eig14_EA.ed.numeric56 unique values
0 missing
DECCnumeric76 unique values
0 missing
BBInumeric31 unique values
0 missing
Eig14_EA.ri.numeric63 unique values
0 missing
Eig05_AEA.bo.numeric75 unique values
0 missing
BIC0numeric43 unique values
0 missing
Eig15_AEA.bo.numeric57 unique values
0 missing
Eig05_EA.bo.numeric71 unique values
0 missing
BIC1numeric61 unique values
0 missing
Eig15_AEA.dm.numeric68 unique values
0 missing
SM15_AEA.ri.numeric71 unique values
0 missing
BIC2numeric68 unique values
0 missing
Eig15_AEA.ed.numeric59 unique values
0 missing
SpMax2_Bh.m.numeric64 unique values
0 missing
BIC3numeric66 unique values
0 missing
Eig15_AEA.ri.numeric66 unique values
0 missing
ICRnumeric72 unique values
0 missing
BIC4numeric69 unique values
0 missing
Eig15_EAnumeric60 unique values
0 missing
P_VSA_m_2numeric81 unique values
0 missing
BIC5numeric73 unique values
0 missing
Eig15_EA.bo.numeric63 unique values
0 missing
ALOGPnumeric85 unique values
0 missing
BIDnumeric52 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
HVcpxnumeric77 unique values
0 missing
BLInumeric72 unique values
0 missing
Eig15_EA.ed.numeric67 unique values
0 missing
ALOGP2numeric85 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_alphanumeric56 unique values
0 missing
Eig04_AEA.dm.numeric74 unique values
0 missing
C.numeric48 unique values
0 missing
Eta_alpha_Anumeric30 unique values
0 missing
Eig04_EA.ed.numeric67 unique values
0 missing
C.001numeric7 unique values
0 missing
Eta_Bnumeric58 unique values
0 missing
SM13_AEA.dm.numeric67 unique values
0 missing
C.002numeric12 unique values
0 missing
Eta_B_Anumeric24 unique values
0 missing
Eig03_EA.ed.numeric65 unique values
0 missing
C.003numeric4 unique values
0 missing
Eta_betanumeric54 unique values
0 missing
SM12_AEA.dm.numeric65 unique values
0 missing
C.004numeric3 unique values
0 missing
Eta_beta_Anumeric66 unique values
0 missing
SpMax5_Bh.m.numeric82 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_betaP_Anumeric54 unique values
0 missing
Eig04_EA.bo.numeric68 unique values
0 missing
C.006numeric9 unique values
0 missing
Eta_betaSnumeric43 unique values
0 missing
SM14_AEA.ri.numeric68 unique values
0 missing
C.008numeric7 unique values
0 missing
Eta_betaS_Anumeric50 unique values
0 missing
SpMax5_Bh.i.numeric65 unique values
0 missing
C.009numeric2 unique values
0 missing
Eta_Cnumeric87 unique values
0 missing
AECCnumeric76 unique values
0 missing
C.010numeric2 unique values
0 missing
Eta_C_Anumeric77 unique values
0 missing
CMC.80numeric2 unique values
0 missing
C.011numeric3 unique values
0 missing
Eta_epsinumeric68 unique values
0 missing
Infective.80numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
Eta_epsi_Anumeric53 unique values
0 missing
Eig05_AEA.dm.numeric71 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_F_Anumeric79 unique values
0 missing
SpMaxA_AEA.dm.numeric56 unique values
0 missing
C.014numeric2 unique values
0 missing
Eta_FLnumeric81 unique values
0 missing
Eig03_EAnumeric61 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_FL_Anumeric66 unique values
0 missing
SM11_AEA.bo.numeric61 unique values
0 missing
C.025numeric7 unique values
0 missing
Eta_L_Anumeric68 unique values
0 missing
UNIPnumeric61 unique values
0 missing
C.026numeric6 unique values
0 missing
Eta_sh_pnumeric63 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
BLTA96numeric66 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_sh_ynumeric69 unique values
0 missing
BLTD48numeric67 unique values
0 missing
C.029numeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
BLTF96numeric68 unique values
0 missing
C.032numeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
Eig04_AEA.bo.numeric72 unique values
0 missing
C.033numeric3 unique values
0 missing
F.085numeric2 unique values
0 missing
Eig05_AEA.ed.numeric68 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS1enumeric71 unique values
0 missing
Eig05_EA.ed.numeric71 unique values
0 missing
C.040numeric5 unique values
0 missing
GATS1inumeric71 unique values
0 missing
SM14_AEA.dm.numeric71 unique values
0 missing
C.041numeric3 unique values
0 missing
GATS1mnumeric70 unique values
0 missing
NaasCnumeric8 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS1pnumeric72 unique values
0 missing
P_VSA_MR_1numeric30 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1snumeric79 unique values
0 missing
GGI8numeric48 unique values
0 missing
CATS2D_00_DDnumeric5 unique values
0 missing
GATS1vnumeric71 unique values
0 missing
MLOGP2numeric72 unique values
0 missing
CATS2D_00_DPnumeric5 unique values
0 missing
GATS2enumeric80 unique values
0 missing
Uindexnumeric78 unique values
0 missing
CATS2D_00_PPnumeric5 unique values
0 missing
GATS2inumeric76 unique values
0 missing
Eig04_EA.ri.numeric71 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS2mnumeric74 unique values
0 missing
SpMaxA_AEA.ed.numeric56 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS2pnumeric81 unique values
0 missing
SpMaxA_EAnumeric54 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS2snumeric74 unique values
0 missing
ECCnumeric69 unique values
0 missing
CATS2D_01_LLnumeric23 unique values
0 missing
GATS2vnumeric75 unique values
0 missing
GGI6numeric64 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS3enumeric83 unique values
0 missing
DLS_01numeric4 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
GATS3inumeric74 unique values
0 missing
CSInumeric75 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
GATS3mnumeric73 unique values
0 missing
Eig11_EA.ed.numeric54 unique values
0 missing
CATS2D_02_APnumeric6 unique values
0 missing
GATS3pnumeric73 unique values
0 missing
Eig11_EA.ri.numeric57 unique values
0 missing
CATS2D_02_DAnumeric8 unique values
0 missing
GATS3snumeric76 unique values
0 missing
Eig13_EA.ri.numeric62 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
GATS3vnumeric69 unique values
0 missing
SM06_AEA.ri.numeric54 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
GATS4enumeric82 unique values
0 missing
Eig04_EAnumeric67 unique values
0 missing
CATS2D_02_DPnumeric3 unique values
0 missing
GATS4inumeric81 unique values
0 missing
SM12_AEA.bo.numeric67 unique values
0 missing
CATS2D_02_LLnumeric28 unique values
0 missing
GATS4mnumeric76 unique values
0 missing
ATSC2inumeric83 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS4pnumeric75 unique values
0 missing
IDEnumeric78 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
GATS4snumeric79 unique values
0 missing
LLS_02numeric6 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS4vnumeric74 unique values
0 missing
P_VSA_e_2numeric79 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
GATS5enumeric83 unique values
0 missing
MSDnumeric78 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
GATS5inumeric71 unique values
0 missing
Eig03_AEA.ri.numeric69 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
GATS5mnumeric76 unique values
0 missing
SpMax5_Bh.e.numeric70 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
GATS5pnumeric72 unique values
0 missing
MLOGPnumeric72 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
GATS5snumeric86 unique values
0 missing
SaasCnumeric78 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS5vnumeric73 unique values
0 missing
Eig05_AEA.ri.numeric75 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
GATS6enumeric83 unique values
0 missing
Eig05_EAnumeric63 unique values
0 missing
CATS2D_03_LLnumeric26 unique values
0 missing
GATS6inumeric68 unique values
0 missing
SM13_AEA.bo.numeric63 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS6mnumeric77 unique values
0 missing
Eig03_EA.ri.numeric68 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS6pnumeric78 unique values
0 missing
Eig04_AEA.ed.numeric63 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
GATS6snumeric83 unique values
0 missing
P_VSA_p_3numeric79 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS6vnumeric79 unique values
0 missing
P_VSA_v_3numeric79 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS7enumeric84 unique values
0 missing
ATSC1snumeric86 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
GATS7inumeric79 unique values
0 missing
Eig04_AEA.ri.numeric71 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
GATS7mnumeric73 unique values
0 missing
Eig03_EA.bo.numeric56 unique values
0 missing
CATS2D_04_DLnumeric13 unique values
0 missing
GATS7pnumeric78 unique values
0 missing
SM13_AEA.ri.numeric56 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS7snumeric84 unique values
0 missing
AMRnumeric85 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
GATS7vnumeric73 unique values
0 missing
ATS1snumeric79 unique values
0 missing
CATS2D_04_LLnumeric25 unique values
0 missing
GATS8enumeric84 unique values
0 missing
Chi0_EA.dm.numeric73 unique values
0 missing
CATS2D_04_PLnumeric7 unique values
0 missing
GATS8inumeric79 unique values
0 missing
nCb.numeric10 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
GATS8mnumeric81 unique values
0 missing
Eig05_EA.ri.numeric74 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
GATS8pnumeric75 unique values
0 missing
SpMaxA_EA.ed.numeric66 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
GATS8snumeric84 unique values
0 missing
GGI9numeric55 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS8vnumeric73 unique values
0 missing
SpMaxA_EA.ri.numeric55 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
GGI10numeric39 unique values
0 missing
ATS2mnumeric81 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
GGI2numeric21 unique values
0 missing
Chi0_EA.ri.numeric84 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GGI3numeric46 unique values
0 missing
SNarnumeric53 unique values
0 missing
CATS2D_05_DLnumeric13 unique values
0 missing
GGI4numeric60 unique values
0 missing
X1numeric74 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
GGI5numeric62 unique values
0 missing
Xtnumeric48 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
GGI7numeric63 unique values
0 missing
CATS2D_08_DLnumeric13 unique values
0 missing
CATS2D_05_PLnumeric6 unique values
0 missing
GMTInumeric78 unique values
0 missing
Eig11_AEA.bo.numeric60 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GNarnumeric59 unique values
0 missing
Eig11_AEA.ri.numeric55 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
H.numeric53 unique values
0 missing
Eig11_EAnumeric49 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
H.046numeric17 unique values
0 missing
Eig11_EA.bo.numeric60 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
H.047numeric22 unique values
0 missing
Eig13_EAnumeric56 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
H.048numeric3 unique values
0 missing
SM05_AEA.dm.numeric49 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
H.049numeric2 unique values
0 missing
SM07_AEA.dm.numeric56 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
H.050numeric9 unique values
0 missing
SpMaxA_EA.bo.numeric53 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
H.051numeric5 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CATS2D_06_LLnumeric16 unique values
0 missing
H.052numeric10 unique values
0 missing
GMTIVnumeric84 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
H.053numeric6 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
CATS2D_06_PLnumeric6 unique values
0 missing
H.055numeric2 unique values
0 missing
Eta_betaPnumeric25 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
HDcpxnumeric61 unique values
0 missing
ON0numeric54 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
HNarnumeric57 unique values
0 missing
Eig03_AEA.bo.numeric57 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
Hynumeric55 unique values
0 missing
SpMin5_Bh.p.numeric61 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SpMin5_Bh.v.numeric68 unique values
0 missing
CATS2D_07_DAnumeric7 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SaaCHnumeric86 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
Yindexnumeric74 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Eig09_AEA.ed.numeric52 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
IACnumeric65 unique values
0 missing
SpMin2_Bh.p.numeric72 unique values
0 missing
CATS2D_07_DPnumeric4 unique values
0 missing
IC1numeric77 unique values
0 missing
IDDMnumeric67 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
IC2numeric79 unique values
0 missing
nABnumeric11 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
IC3numeric81 unique values
0 missing
nCarnumeric14 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
IC4numeric82 unique values
0 missing
Eta_Fnumeric87 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
IC5numeric81 unique values
0 missing
C.024numeric15 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
IDDEnumeric70 unique values
0 missing
NaaCHnumeric13 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
IDETnumeric78 unique values
0 missing
nCbHnumeric15 unique values
0 missing
CATS2D_08_APnumeric5 unique values
0 missing
IDMnumeric76 unique values
0 missing
Eig02_EA.bo.numeric51 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
IDMTnumeric78 unique values
0 missing
GGI1numeric16 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SM12_AEA.ri.numeric51 unique values
0 missing
CATS2D_08_DPnumeric4 unique values
0 missing
ISIZnumeric39 unique values
0 missing
ATS2snumeric81 unique values
0 missing
CATS2D_08_LLnumeric17 unique values
0 missing
IVDEnumeric66 unique values
0 missing
SpMax6_Bh.s.numeric68 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
IVDMnumeric68 unique values
0 missing
Eig03_AEA.ed.numeric61 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
JGI1numeric54 unique values
0 missing
Psi_i_snumeric75 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
JGI10numeric12 unique values
0 missing
ATS1inumeric69 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
JGI2numeric45 unique values
0 missing
ATS2enumeric75 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
JGI3numeric37 unique values
0 missing
ATS2inumeric79 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
JGI4numeric30 unique values
0 missing
ATSC1inumeric73 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
JGI5numeric31 unique values
0 missing
Chi0_AEA.bo.numeric75 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
JGI6numeric21 unique values
0 missing
Chi0_AEA.dm.numeric75 unique values
0 missing
CATS2D_09_DLnumeric11 unique values
0 missing
JGI7numeric18 unique values
0 missing
Chi0_AEA.ed.numeric75 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
JGI8numeric14 unique values
0 missing
Chi0_AEA.ri.numeric75 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
JGI9numeric13 unique values
0 missing
Chi0_EAnumeric75 unique values
0 missing
CATS2D_09_LLnumeric19 unique values
0 missing
JGTnumeric69 unique values
0 missing
Eig13_AEA.ed.numeric58 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
LLS_01numeric7 unique values
0 missing
Eig13_AEA.ri.numeric67 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
LOCnumeric63 unique values
0 missing
Eig13_EA.bo.numeric68 unique values
0 missing
CENTnumeric76 unique values
0 missing
MATS1enumeric56 unique values
0 missing
Eta_Lnumeric85 unique values
0 missing
Chi0_EA.bo.numeric78 unique values
0 missing
MATS1inumeric61 unique values
0 missing
LPRSnumeric78 unique values
0 missing
Chi0_EA.ed.numeric76 unique values
0 missing
MATS1mnumeric45 unique values
0 missing
ON1numeric61 unique values
0 missing
Chi1_AEA.bo.numeric75 unique values
0 missing
MATS1pnumeric63 unique values
0 missing
Psi_i_0numeric85 unique values
0 missing
Chi1_AEA.dm.numeric75 unique values
0 missing
MATS1snumeric71 unique values
0 missing
SAtotnumeric83 unique values
0 missing
Chi1_AEA.ed.numeric75 unique values
0 missing
MATS1vnumeric55 unique values
0 missing
Senumeric68 unique values
0 missing
Chi1_AEA.ri.numeric75 unique values
0 missing
MATS2enumeric82 unique values
0 missing
SMTIVnumeric84 unique values
0 missing
Chi1_EAnumeric75 unique values
0 missing
MATS2inumeric69 unique values
0 missing
SpMaxA_AEA.bo.numeric57 unique values
0 missing
Chi1_EA.bo.numeric78 unique values
0 missing
MATS2mnumeric74 unique values
0 missing
X0numeric68 unique values
0 missing
Chi1_EA.dm.numeric75 unique values
0 missing
MATS2pnumeric69 unique values
0 missing
X0solnumeric70 unique values
0 missing
Chi1_EA.ed.numeric76 unique values
0 missing
MATS2snumeric79 unique values
0 missing
X1Madnumeric84 unique values
0 missing
Chi1_EA.ri.numeric84 unique values
0 missing
MATS2vnumeric71 unique values
0 missing
X1MulPernumeric83 unique values
0 missing
CIC0numeric65 unique values
0 missing
MATS3enumeric70 unique values
0 missing
Eig13_EA.ed.numeric60 unique values
0 missing
CIC1numeric77 unique values
0 missing
MATS3inumeric80 unique values
0 missing
Eig15_EA.ri.numeric71 unique values
0 missing
CIC2numeric80 unique values
0 missing
MATS3mnumeric77 unique values
0 missing
SM08_AEA.ri.numeric60 unique values
0 missing
CIC3numeric83 unique values
0 missing
MATS3pnumeric73 unique values
0 missing
ZM2Kupnumeric84 unique values
0 missing
CIDnumeric70 unique values
0 missing
MATS3snumeric74 unique values
0 missing
CIC4numeric81 unique values
0 missing
Cl.089numeric3 unique values
0 missing
MATS3vnumeric74 unique values
0 missing
CIC5numeric82 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS4enumeric72 unique values
0 missing
P_VSA_LogP_5numeric51 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS4inumeric75 unique values
0 missing
ZM1Madnumeric83 unique values
0 missing
DBInumeric29 unique values
0 missing
MATS4mnumeric74 unique values
0 missing
Eig03_AEA.dm.numeric76 unique values
0 missing
D.Dtr05numeric24 unique values
0 missing
MATS4pnumeric75 unique values
0 missing
ATS2pnumeric79 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
MATS4snumeric75 unique values
0 missing
D.Dtr06numeric78 unique values
0 missing
D.Dtr09numeric13 unique values
0 missing
MATS4vnumeric78 unique values
0 missing
Sinumeric68 unique values
0 missing
D.Dtr10numeric11 unique values
0 missing
MATS5enumeric70 unique values
0 missing
ZM2MulPernumeric83 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
MATS5inumeric69 unique values
0 missing
ZM2Vnumeric65 unique values
0 missing
D.Dtr12numeric4 unique values
0 missing
MATS5mnumeric78 unique values
0 missing
SpMax8_Bh.s.numeric55 unique values
0 missing
DELSnumeric87 unique values
0 missing
MATS5pnumeric73 unique values
0 missing
TIEnumeric87 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS5snumeric72 unique values
0 missing
ATSC8enumeric75 unique values
0 missing
DLS_02numeric5 unique values
0 missing
MATS5vnumeric71 unique values
0 missing
SM06_EA.bo.numeric74 unique values
0 missing
DLS_03numeric5 unique values
0 missing
MATS6enumeric73 unique values
0 missing
SM03_EA.bo.numeric42 unique values
0 missing
DLS_04numeric7 unique values
0 missing
MATS6inumeric73 unique values
0 missing
SM05_EA.bo.numeric68 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS6mnumeric82 unique values
0 missing
SM07_EA.bo.numeric70 unique values
0 missing
DLS_06numeric5 unique values
0 missing
MATS6pnumeric73 unique values
0 missing
AACnumeric57 unique values
0 missing
DLS_07numeric3 unique values
0 missing
MATS6snumeric77 unique values
0 missing
IC0numeric57 unique values
0 missing
DLS_consnumeric25 unique values
0 missing
MATS6vnumeric74 unique values
0 missing
AMWnumeric67 unique values
0 missing
Dznumeric46 unique values
0 missing
MATS7enumeric74 unique values
0 missing
ARRnumeric34 unique values
0 missing
Eig01_AEA.bo.numeric54 unique values
0 missing
MATS7inumeric81 unique values
0 missing
ATS1enumeric70 unique values
0 missing
Eig01_AEA.dm.numeric59 unique values
0 missing
MATS7mnumeric80 unique values
0 missing
ATS1mnumeric70 unique values
0 missing
Eig01_AEA.ed.numeric51 unique values
0 missing
MATS7pnumeric74 unique values
0 missing
ATS1pnumeric70 unique values
0 missing
Eig01_AEA.ri.numeric58 unique values
0 missing
MATS7snumeric80 unique values
0 missing
ATS1vnumeric72 unique values
0 missing
Eig01_EAnumeric57 unique values
0 missing
MATS7vnumeric75 unique values
0 missing
ATS2vnumeric79 unique values
0 missing
Eig01_EA.bo.numeric58 unique values
0 missing
MATS8enumeric76 unique values
0 missing
ATS3enumeric84 unique values
0 missing
Eig01_EA.dm.numeric25 unique values
0 missing
MATS8inumeric78 unique values
0 missing
ATS3inumeric80 unique values
0 missing
Eig01_EA.ed.numeric55 unique values
0 missing
ATS3mnumeric80 unique values
0 missing
Eig01_EA.ri.numeric59 unique values
0 missing
ATS3pnumeric79 unique values
0 missing
Eig02_AEA.bo.numeric55 unique values
0 missing
ATS3snumeric82 unique values
0 missing
Eig02_AEA.dm.numeric67 unique values
0 missing
ATS3vnumeric83 unique values
0 missing
Eig02_AEA.ed.numeric56 unique values
0 missing
ATS4enumeric83 unique values
0 missing
Eig02_AEA.ri.numeric64 unique values
0 missing
ATS4inumeric82 unique values
0 missing
Eig02_EAnumeric62 unique values
0 missing
ATS4mnumeric81 unique values
0 missing
Eig02_EA.dm.numeric23 unique values
0 missing
ATS4pnumeric82 unique values
0 missing
Eig02_EA.ed.numeric61 unique values
0 missing
ATS4snumeric83 unique values
0 missing
Eig02_EA.ri.numeric69 unique values
0 missing
ATS4vnumeric77 unique values
0 missing
Eig03_EA.dm.numeric23 unique values
0 missing
ATS5enumeric83 unique values
0 missing
Eig04_EA.dm.numeric15 unique values
0 missing
ATS5inumeric84 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
ATS5mnumeric83 unique values
0 missing
Eig06_AEA.bo.numeric58 unique values
0 missing
ATS5pnumeric83 unique values
0 missing
Eig06_AEA.dm.numeric76 unique values
0 missing
ATS5snumeric81 unique values
0 missing
Eig06_AEA.ed.numeric73 unique values
0 missing
ATS5vnumeric82 unique values
0 missing
Eig06_AEA.ri.numeric76 unique values
0 missing
ATS6enumeric84 unique values
0 missing
Eig06_EAnumeric70 unique values
0 missing
ATS6inumeric82 unique values
0 missing
Eig06_EA.bo.numeric59 unique values
0 missing
ATS6mnumeric80 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
ATS6pnumeric83 unique values
0 missing
Eig06_EA.ed.numeric73 unique values
0 missing
ATS6snumeric84 unique values
0 missing
Eig06_EA.ri.numeric78 unique values
0 missing
ATS6vnumeric83 unique values
0 missing
Eig07_AEA.bo.numeric50 unique values
0 missing
ATS7enumeric84 unique values
0 missing
Eig07_AEA.dm.numeric71 unique values
0 missing
ATS7inumeric85 unique values
0 missing
Eig07_AEA.ed.numeric64 unique values
0 missing
ATS7mnumeric85 unique values
0 missing
Eig07_AEA.ri.numeric64 unique values
0 missing
ATS7pnumeric81 unique values
0 missing
Eig07_EAnumeric57 unique values
0 missing
ATS7snumeric85 unique values
0 missing
Eig07_EA.bo.numeric51 unique values
0 missing
ATS7vnumeric85 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS8enumeric84 unique values
0 missing
Eig07_EA.ed.numeric65 unique values
0 missing
ATS8inumeric81 unique values
0 missing
Eig07_EA.ri.numeric65 unique values
0 missing
ATS8mnumeric80 unique values
0 missing
Eig08_AEA.bo.numeric51 unique values
0 missing
ATS8pnumeric83 unique values
0 missing
Eig08_AEA.dm.numeric57 unique values
0 missing
ATS8snumeric84 unique values
0 missing
Eig08_AEA.ed.numeric56 unique values
0 missing
ATS8vnumeric84 unique values
0 missing
Eig08_AEA.ri.numeric59 unique values
0 missing
ATSC1enumeric52 unique values
0 missing
Eig08_EAnumeric51 unique values
0 missing
ATSC1mnumeric75 unique values
0 missing
Eig08_EA.bo.numeric49 unique values
0 missing
ATSC1pnumeric75 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
ATSC1vnumeric74 unique values
0 missing
Eig08_EA.ed.numeric56 unique values
0 missing
ATSC2enumeric68 unique values
0 missing
Eig08_EA.ri.numeric60 unique values
0 missing
ATSC2mnumeric83 unique values
0 missing
Eig09_AEA.bo.numeric52 unique values
0 missing
ATSC2pnumeric85 unique values
0 missing
Eig09_AEA.dm.numeric55 unique values
0 missing
ATSC2snumeric86 unique values
0 missing
Eig09_AEA.ri.numeric57 unique values
0 missing
ATSC2vnumeric84 unique values
0 missing
Eig09_EAnumeric49 unique values
0 missing
ATSC3enumeric71 unique values
0 missing
Eig09_EA.bo.numeric51 unique values
0 missing
ATSC3inumeric84 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
ATSC3mnumeric86 unique values
0 missing
Eig09_EA.ed.numeric54 unique values
0 missing
ATSC3pnumeric86 unique values
0 missing
Eig09_EA.ri.numeric56 unique values
0 missing
ATSC3snumeric86 unique values
0 missing
Eig10_AEA.bo.numeric54 unique values
0 missing
ATSC3vnumeric85 unique values
0 missing
Eig10_AEA.dm.numeric54 unique values
0 missing
ATSC4enumeric77 unique values
0 missing
Eig10_AEA.ed.numeric48 unique values
0 missing
ATSC4inumeric83 unique values
0 missing
Eig10_AEA.ri.numeric53 unique values
0 missing
ATSC4mnumeric86 unique values
0 missing
Eig10_EAnumeric48 unique values
0 missing
ATSC4pnumeric86 unique values
0 missing
Eig10_EA.bo.numeric55 unique values
0 missing
ATSC4snumeric86 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATSC4vnumeric86 unique values
0 missing
Eig10_EA.ed.numeric52 unique values
0 missing
ATSC5enumeric78 unique values
0 missing
Eig10_EA.ri.numeric53 unique values
0 missing
ATSC5inumeric84 unique values
0 missing
Eig11_AEA.dm.numeric52 unique values
0 missing
ATSC5mnumeric86 unique values
0 missing
Eig11_AEA.ed.numeric50 unique values
0 missing
ATSC5pnumeric86 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
ATSC5snumeric86 unique values
0 missing
Eig12_AEA.bo.numeric61 unique values
0 missing
ATSC5vnumeric85 unique values
0 missing
Eig12_AEA.dm.numeric60 unique values
0 missing
ATSC6enumeric81 unique values
0 missing
Eig12_AEA.ed.numeric57 unique values
0 missing
ATSC6inumeric85 unique values
0 missing
Eig12_AEA.ri.numeric68 unique values
0 missing
ATSC6mnumeric85 unique values
0 missing
Eig12_EAnumeric58 unique values
0 missing
ATSC6pnumeric85 unique values
0 missing
Eig12_EA.bo.numeric66 unique values
0 missing
ATSC6snumeric86 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
ATSC6vnumeric86 unique values
0 missing
Eig12_EA.ed.numeric63 unique values
0 missing
ATSC7enumeric79 unique values
0 missing
Eig12_EA.ri.numeric65 unique values
0 missing
ATSC7inumeric85 unique values
0 missing
Eig13_AEA.bo.numeric60 unique values
0 missing
ATSC7mnumeric86 unique values
0 missing
Eig13_AEA.dm.numeric64 unique values
0 missing
ATSC7pnumeric85 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATSC7snumeric86 unique values
0 missing
Eig14_AEA.bo.numeric51 unique values
0 missing
ATSC7vnumeric85 unique values
0 missing
Eig14_AEA.dm.numeric67 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
88
Number of instances (rows) of the dataset.
NumberOfFeatures
695
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
694
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanKurtosisOfNumericAtts
12.97
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
205.27
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.14
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.12
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
4.76
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7.9
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
2.05
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.39
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
680.03
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
1.06
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.5
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
88
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.89
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
46147.67
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
24.63
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.57
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.81
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
9.38
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
4.5
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
168524.56
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.2
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.97
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
0.25
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3399
0 runs - estimation_procedure: 50 times Clustering
Define a new task