Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228

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: CHEMBL3228 (TID: 11281), and it has 43 rows and 441 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.

443 features

pXC50 (target)numeric29 unique values
0 missing
molecule_id (row identifier)nominal43 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
ATSC7snumeric38 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
MAXDNnumeric36 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
nOnumeric7 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
P_VSA_e_5numeric12 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
P_VSA_m_3numeric15 unique values
0 missing
CATS2D_08_LLnumeric13 unique values
0 missing
P_VSA_s_6numeric17 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
SpMax5_Bh.s.numeric25 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
SpMax6_Bh.s.numeric27 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
SsOHnumeric28 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
P_VSA_p_2numeric19 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
P_VSA_v_2numeric19 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
SAaccnumeric19 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
TPSA.NO.numeric18 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Eig15_EA.ed.numeric25 unique values
0 missing
CENTnumeric33 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
Chi0_AEA.bo.numeric33 unique values
0 missing
SM09_AEA.dm.numeric21 unique values
0 missing
Chi0_AEA.dm.numeric33 unique values
0 missing
SM10_AEA.ri.numeric25 unique values
0 missing
Chi0_AEA.ed.numeric33 unique values
0 missing
RBFnumeric30 unique values
0 missing
Chi0_AEA.ri.numeric33 unique values
0 missing
P_VSA_LogP_4numeric17 unique values
0 missing
Chi0_EAnumeric33 unique values
0 missing
ATSC6enumeric34 unique values
0 missing
Chi0_EA.bo.numeric34 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
Chi0_EA.dm.numeric28 unique values
0 missing
Eig15_AEA.dm.numeric25 unique values
0 missing
Chi0_EA.ed.numeric33 unique values
0 missing
Eig15_EA.bo.numeric22 unique values
0 missing
Chi0_EA.ri.numeric37 unique values
0 missing
TPSA.Tot.numeric20 unique values
0 missing
Chi1_AEA.bo.numeric33 unique values
0 missing
DBInumeric25 unique values
0 missing
Chi1_AEA.dm.numeric33 unique values
0 missing
RBNnumeric12 unique values
0 missing
Chi1_AEA.ed.numeric33 unique values
0 missing
ATSC5enumeric38 unique values
0 missing
Chi1_AEA.ri.numeric33 unique values
0 missing
MATS1enumeric37 unique values
0 missing
Chi1_EAnumeric33 unique values
0 missing
D.Dtr03numeric20 unique values
0 missing
Chi1_EA.bo.numeric34 unique values
0 missing
DELSnumeric38 unique values
0 missing
Chi1_EA.dm.numeric28 unique values
0 missing
nHAccnumeric7 unique values
0 missing
Chi1_EA.ed.numeric33 unique values
0 missing
nHetnumeric8 unique values
0 missing
Chi1_EA.ri.numeric37 unique values
0 missing
GATS5snumeric38 unique values
0 missing
CIC0numeric37 unique values
0 missing
MATS1inumeric36 unique values
0 missing
CIC1numeric37 unique values
0 missing
AACnumeric36 unique values
0 missing
CIC2numeric34 unique values
0 missing
AECCnumeric31 unique values
0 missing
CIC3numeric35 unique values
0 missing
ALOGPnumeric38 unique values
0 missing
CIC4numeric36 unique values
0 missing
ALOGP2numeric38 unique values
0 missing
CIC5numeric35 unique values
0 missing
AMRnumeric38 unique values
0 missing
CIDnumeric32 unique values
0 missing
AMWnumeric37 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ARRnumeric19 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1enumeric37 unique values
0 missing
CSInumeric33 unique values
0 missing
ATS1inumeric36 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
ATS1mnumeric37 unique values
0 missing
D.Dtr05numeric11 unique values
0 missing
ATS1pnumeric37 unique values
0 missing
D.Dtr06numeric28 unique values
0 missing
ATS1snumeric38 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
ATS1vnumeric37 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ATS2enumeric37 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
ATS2inumeric36 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
ATS2mnumeric37 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
ATS2pnumeric36 unique values
0 missing
DECCnumeric33 unique values
0 missing
ATS2snumeric38 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS2vnumeric38 unique values
0 missing
DLS_01numeric2 unique values
0 missing
ATS3enumeric38 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS3inumeric38 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS3mnumeric38 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS3pnumeric38 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS3snumeric38 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS3vnumeric37 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS4enumeric37 unique values
0 missing
DLS_consnumeric19 unique values
0 missing
ATS4inumeric37 unique values
0 missing
Dznumeric30 unique values
0 missing
ATS4mnumeric38 unique values
0 missing
ECCnumeric33 unique values
0 missing
ATS4pnumeric38 unique values
0 missing
Eig01_AEA.bo.numeric28 unique values
0 missing
ATS4snumeric38 unique values
0 missing
Eig01_AEA.dm.numeric29 unique values
0 missing
ATS4vnumeric38 unique values
0 missing
Eig01_AEA.ed.numeric27 unique values
0 missing
ATS5enumeric38 unique values
0 missing
Eig01_AEA.ri.numeric32 unique values
0 missing
ATS5inumeric38 unique values
0 missing
Eig01_EAnumeric28 unique values
0 missing
ATS5mnumeric38 unique values
0 missing
Eig01_EA.bo.numeric26 unique values
0 missing
ATS5pnumeric38 unique values
0 missing
Eig01_EA.dm.numeric13 unique values
0 missing
ATS5snumeric38 unique values
0 missing
Eig01_EA.ed.numeric28 unique values
0 missing
ATS5vnumeric38 unique values
0 missing
Eig01_EA.ri.numeric31 unique values
0 missing
ATS6enumeric36 unique values
0 missing
Eig02_AEA.bo.numeric27 unique values
0 missing
ATS6inumeric35 unique values
0 missing
Eig02_AEA.dm.numeric30 unique values
0 missing
ATS6mnumeric35 unique values
0 missing
Eig02_AEA.ed.numeric29 unique values
0 missing
ATS6pnumeric36 unique values
0 missing
Eig02_AEA.ri.numeric31 unique values
0 missing
ATS6snumeric34 unique values
0 missing
Eig02_EAnumeric27 unique values
0 missing
ATS6vnumeric36 unique values
0 missing
Eig02_EA.bo.numeric27 unique values
0 missing
ATS7enumeric30 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
ATS7inumeric30 unique values
0 missing
Eig02_EA.ed.numeric28 unique values
0 missing
ATS7mnumeric30 unique values
0 missing
Eig02_EA.ri.numeric31 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
Eig03_AEA.bo.numeric30 unique values
0 missing
ATS7snumeric29 unique values
0 missing
Eig03_AEA.dm.numeric28 unique values
0 missing
ATS7vnumeric29 unique values
0 missing
Eig03_AEA.ed.numeric28 unique values
0 missing
ATS8enumeric26 unique values
0 missing
Eig03_AEA.ri.numeric34 unique values
0 missing
ATS8inumeric26 unique values
0 missing
Eig03_EAnumeric29 unique values
0 missing
ATS8mnumeric26 unique values
0 missing
Eig03_EA.bo.numeric25 unique values
0 missing
ATS8pnumeric26 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
ATS8snumeric26 unique values
0 missing
Eig03_EA.ed.numeric29 unique values
0 missing
ATS8vnumeric26 unique values
0 missing
Eig03_EA.ri.numeric34 unique values
0 missing
ATSC1enumeric35 unique values
0 missing
Eig04_AEA.bo.numeric26 unique values
0 missing
ATSC1inumeric36 unique values
0 missing
Eig04_AEA.dm.numeric32 unique values
0 missing
ATSC1mnumeric36 unique values
0 missing
Eig04_AEA.ed.numeric24 unique values
0 missing
ATSC1pnumeric36 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
ATSC1snumeric38 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
ATSC1vnumeric36 unique values
0 missing
Eig04_EA.bo.numeric30 unique values
0 missing
ATSC2enumeric37 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
ATSC2inumeric37 unique values
0 missing
Eig04_EA.ed.numeric24 unique values
0 missing
ATSC2mnumeric38 unique values
0 missing
Eig04_EA.ri.numeric29 unique values
0 missing
ATSC2pnumeric38 unique values
0 missing
Eig05_AEA.bo.numeric27 unique values
0 missing
ATSC2snumeric38 unique values
0 missing
Eig05_AEA.dm.numeric28 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
Eig05_AEA.ed.numeric24 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Eig05_AEA.ri.numeric28 unique values
0 missing
ATSC3inumeric37 unique values
0 missing
Eig05_EAnumeric23 unique values
0 missing
ATSC3mnumeric38 unique values
0 missing
Eig05_EA.bo.numeric24 unique values
0 missing
ATSC3pnumeric38 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATSC3snumeric38 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
ATSC3vnumeric38 unique values
0 missing
Eig05_EA.ri.numeric29 unique values
0 missing
ATSC4enumeric38 unique values
0 missing
Eig06_AEA.bo.numeric28 unique values
0 missing
ATSC4inumeric37 unique values
0 missing
Eig06_AEA.dm.numeric30 unique values
0 missing
ATSC4mnumeric38 unique values
0 missing
Eig06_AEA.ed.numeric27 unique values
0 missing
ATSC4pnumeric38 unique values
0 missing
Eig06_AEA.ri.numeric32 unique values
0 missing
ATSC4snumeric38 unique values
0 missing
Eig06_EAnumeric27 unique values
0 missing
ATSC4vnumeric38 unique values
0 missing
Eig06_EA.bo.numeric28 unique values
0 missing
ATSC5inumeric38 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATSC5mnumeric38 unique values
0 missing
Eig06_EA.ed.numeric27 unique values
0 missing
ATSC5pnumeric38 unique values
0 missing
Eig06_EA.ri.numeric33 unique values
0 missing
ATSC5snumeric38 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
ATSC5vnumeric38 unique values
0 missing
Eig07_AEA.dm.numeric33 unique values
0 missing
ATSC6inumeric36 unique values
0 missing
Eig07_AEA.ed.numeric30 unique values
0 missing
ATSC6mnumeric38 unique values
0 missing
Eig07_AEA.ri.numeric33 unique values
0 missing
ATSC6pnumeric38 unique values
0 missing
Eig07_EAnumeric27 unique values
0 missing
ATSC6snumeric38 unique values
0 missing
Eig07_EA.bo.numeric26 unique values
0 missing
ATSC6vnumeric38 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATSC7enumeric37 unique values
0 missing
Eig07_EA.ed.numeric31 unique values
0 missing
ATSC7inumeric35 unique values
0 missing
Eig07_EA.ri.numeric33 unique values
0 missing
ATSC7mnumeric38 unique values
0 missing
Eig08_AEA.bo.numeric27 unique values
0 missing
ATSC7pnumeric38 unique values
0 missing
Eig08_AEA.dm.numeric31 unique values
0 missing
ATSC7vnumeric37 unique values
0 missing
Eig08_AEA.ed.numeric30 unique values
0 missing
ATSC8enumeric35 unique values
0 missing
Eig08_AEA.ri.numeric31 unique values
0 missing
ATSC8inumeric31 unique values
0 missing
Eig08_EAnumeric26 unique values
0 missing
ATSC8mnumeric38 unique values
0 missing
Eig08_EA.bo.numeric26 unique values
0 missing
ATSC8pnumeric37 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
ATSC8snumeric38 unique values
0 missing
Eig08_EA.ed.numeric25 unique values
0 missing
ATSC8vnumeric38 unique values
0 missing
Eig08_EA.ri.numeric29 unique values
0 missing
BACnumeric23 unique values
0 missing
Eig09_AEA.bo.numeric32 unique values
0 missing
BBInumeric28 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
BIC0numeric36 unique values
0 missing
Eig09_AEA.ed.numeric23 unique values
0 missing
BIC1numeric35 unique values
0 missing
Eig09_AEA.ri.numeric28 unique values
0 missing
BIC2numeric35 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
BIC3numeric31 unique values
0 missing
Eig09_EA.bo.numeric26 unique values
0 missing
BIC4numeric37 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
BIC5numeric35 unique values
0 missing
Eig09_EA.ed.numeric24 unique values
0 missing
BIDnumeric31 unique values
0 missing
Eig09_EA.ri.numeric28 unique values
0 missing
BLInumeric35 unique values
0 missing
Eig10_AEA.bo.numeric29 unique values
0 missing
BLTA96numeric33 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
BLTD48numeric33 unique values
0 missing
Eig10_AEA.ed.numeric27 unique values
0 missing
BLTF96numeric33 unique values
0 missing
Eig10_AEA.ri.numeric31 unique values
0 missing
C.numeric31 unique values
0 missing
Eig10_EAnumeric24 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_EA.bo.numeric29 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig10_EA.dm.numeric6 unique values
0 missing
C.003numeric6 unique values
0 missing
Eig10_EA.ed.numeric27 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_EA.ri.numeric31 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig11_AEA.bo.numeric28 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig11_AEA.ed.numeric25 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_AEA.ri.numeric29 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig11_EAnumeric24 unique values
0 missing
C.022numeric2 unique values
0 missing
Eig11_EA.bo.numeric28 unique values
0 missing
C.024numeric8 unique values
0 missing
Eig11_EA.dm.numeric6 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig11_EA.ed.numeric27 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig12_AEA.bo.numeric32 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig12_AEA.dm.numeric27 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig12_AEA.ed.numeric25 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_AEA.ri.numeric34 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EAnumeric27 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EA.bo.numeric25 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_EA.dm.numeric6 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig12_EA.ed.numeric29 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig12_EA.ri.numeric32 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig13_AEA.bo.numeric28 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_AEA.dm.numeric30 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig13_AEA.ed.numeric27 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric31 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig13_EAnumeric26 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eig13_EA.dm.numeric5 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig13_EA.ed.numeric28 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_EA.ri.numeric31 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eig14_AEA.bo.numeric28 unique values
0 missing
CATS2D_01_LLnumeric18 unique values
0 missing
Eig14_AEA.dm.numeric31 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric26 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eig14_AEA.ri.numeric31 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eig14_EAnumeric27 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_DNnumeric3 unique values
0 missing
CATS2D_02_LLnumeric21 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_02_PNnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
CATS2D_03_LLnumeric20 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
CATS2D_05_NLnumeric5 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
43
Number of instances (rows) of the dataset.
NumberOfFeatures
443
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
442
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
0.32
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
2.65
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
9.59
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.2
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.47
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.04
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
-0.74
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
10.3
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.65
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.62
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
6.74
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
0.37
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
1
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
43
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.37
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
564.47
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
0.16
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
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.19
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.56
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
6.56
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.05
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.01
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
633.91
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.28
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.59
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-CHEMBL3228
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3228
0 runs - estimation_procedure: 50 times Clustering
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