Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277

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: CHEMBL3277 (TID: 10777), and it has 14 rows and 434 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.

436 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
SpMin5_Bh.i.numeric13 unique values
0 missing
AMRnumeric14 unique values
0 missing
SpMin5_Bh.p.numeric13 unique values
0 missing
ARRnumeric9 unique values
0 missing
SpMin5_Bh.v.numeric14 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
SpMin6_Bh.e.numeric14 unique values
0 missing
ATS1snumeric13 unique values
0 missing
SpMin6_Bh.i.numeric13 unique values
0 missing
ATS2mnumeric12 unique values
0 missing
SpMin6_Bh.m.numeric13 unique values
0 missing
ATS2snumeric14 unique values
0 missing
SpMin6_Bh.p.numeric12 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
SpMin6_Bh.v.numeric13 unique values
0 missing
ATS3snumeric14 unique values
0 missing
SpMin7_Bh.p.numeric14 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
SpMin7_Bh.v.numeric12 unique values
0 missing
ATS4snumeric14 unique values
0 missing
SRW02numeric7 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
SRW04numeric9 unique values
0 missing
ATS5snumeric14 unique values
0 missing
SRW06numeric10 unique values
0 missing
ATS6snumeric14 unique values
0 missing
SRW08numeric10 unique values
0 missing
ATS8mnumeric14 unique values
0 missing
SRW10numeric10 unique values
0 missing
ATS8snumeric13 unique values
0 missing
Svnumeric10 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
TIC0numeric10 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
TIC1numeric14 unique values
0 missing
BACnumeric10 unique values
0 missing
TIEnumeric14 unique values
0 missing
BBInumeric8 unique values
0 missing
TPCnumeric11 unique values
0 missing
BIDnumeric10 unique values
0 missing
TWCnumeric11 unique values
0 missing
CENTnumeric10 unique values
0 missing
Uindexnumeric11 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
UNIPnumeric9 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
VvdwMGnumeric10 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
VvdwZAZnumeric11 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
Vxnumeric10 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
Wapnumeric11 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
X0numeric9 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
X0solnumeric9 unique values
0 missing
Chi0_EA.ri.numeric13 unique values
0 missing
X0vnumeric13 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
X1numeric10 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
X1Madnumeric13 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
X1solnumeric10 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
X2numeric10 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
X2solnumeric10 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
X3numeric11 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
X3solnumeric11 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
X4numeric11 unique values
0 missing
CIDnumeric10 unique values
0 missing
X4solnumeric11 unique values
0 missing
CSInumeric11 unique values
0 missing
X5numeric11 unique values
0 missing
DBInumeric10 unique values
0 missing
X5solnumeric11 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
XMODnumeric13 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
Xtnumeric9 unique values
0 missing
Dznumeric10 unique values
0 missing
Xunumeric11 unique values
0 missing
ECCnumeric11 unique values
0 missing
ZM1numeric9 unique values
0 missing
Eig04_AEA.ri.numeric12 unique values
0 missing
ZM1Madnumeric13 unique values
0 missing
Eig04_EA.ri.numeric12 unique values
0 missing
ZM2numeric10 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
ZM2Madnumeric13 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
MATS5enumeric13 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
MATS5inumeric13 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
MATS6enumeric14 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
AACnumeric10 unique values
0 missing
Eig08_AEA.bo.numeric9 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig08_AEA.ed.numeric6 unique values
0 missing
ALOGPnumeric14 unique values
0 missing
Eig08_EA.bo.numeric9 unique values
0 missing
ALOGP2numeric14 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
AMWnumeric10 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
ATS1enumeric11 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATS1inumeric12 unique values
0 missing
Eig09_AEA.ri.numeric5 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
Eig09_EAnumeric4 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
ATS2enumeric13 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig09_EA.ri.numeric6 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
ATS2vnumeric12 unique values
0 missing
Eig10_AEA.dm.numeric9 unique values
0 missing
ATS3enumeric14 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATS3inumeric14 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
ATS4enumeric14 unique values
0 missing
Eig10_EA.ed.numeric11 unique values
0 missing
ATS4inumeric14 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
Eig11_AEA.dm.numeric12 unique values
0 missing
ATS5enumeric14 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig11_EA.ri.numeric11 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig12_AEA.ed.numeric9 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eig13_AEA.ed.numeric10 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig13_AEA.ri.numeric11 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
ATS8vnumeric14 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig14_EA.ri.numeric13 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig15_AEA.dm.numeric14 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig15_AEA.ed.numeric7 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig15_EAnumeric10 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
ATSC3mnumeric14 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
Eta_alphanumeric10 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
Eta_beta_Anumeric13 unique values
0 missing
ATSC3vnumeric14 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
ATSC4inumeric14 unique values
0 missing
GGI10numeric8 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
GMTInumeric11 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
GMTIVnumeric13 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
IACnumeric10 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
IC5numeric12 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
IDDMnumeric11 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
IDETnumeric11 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
IDMnumeric11 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
IDMTnumeric11 unique values
0 missing
ATSC6enumeric14 unique values
0 missing
IVDMnumeric9 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
JGI1numeric8 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
LPRSnumeric11 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
MATS1enumeric13 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
MATS1snumeric13 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
MATS2mnumeric13 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
MATS7pnumeric12 unique values
0 missing
ATSC7inumeric14 unique values
0 missing
MAXDPnumeric14 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
MCDnumeric7 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
MDDDnumeric11 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
MPC01numeric7 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
MPC02numeric8 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
MPC03numeric10 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
MPC04numeric9 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
MPC05numeric9 unique values
0 missing
ATSC8pnumeric14 unique values
0 missing
MWnumeric10 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
MWC01numeric7 unique values
0 missing
BIC0numeric10 unique values
0 missing
MWC02numeric9 unique values
0 missing
BIC1numeric14 unique values
0 missing
MWC03numeric10 unique values
0 missing
BIC2numeric12 unique values
0 missing
MWC04numeric10 unique values
0 missing
BIC3numeric14 unique values
0 missing
MWC05numeric11 unique values
0 missing
BIC4numeric13 unique values
0 missing
MWC06numeric11 unique values
0 missing
BIC5numeric12 unique values
0 missing
MWC07numeric11 unique values
0 missing
BLInumeric13 unique values
0 missing
MWC08numeric11 unique values
0 missing
BLTA96numeric12 unique values
0 missing
MWC09numeric11 unique values
0 missing
BLTD48numeric12 unique values
0 missing
MWC10numeric11 unique values
0 missing
BLTF96numeric12 unique values
0 missing
nBOnumeric7 unique values
0 missing
C.numeric9 unique values
0 missing
nSKnumeric7 unique values
0 missing
C.001numeric2 unique values
0 missing
ON0numeric9 unique values
0 missing
C.002numeric7 unique values
0 missing
ON1numeric10 unique values
0 missing
C.005numeric2 unique values
0 missing
PHInumeric11 unique values
0 missing
C.006numeric4 unique values
0 missing
piPC01numeric8 unique values
0 missing
C.016numeric2 unique values
0 missing
Polnumeric10 unique values
0 missing
C.019numeric2 unique values
0 missing
Psi_e_0numeric14 unique values
0 missing
C.020numeric2 unique values
0 missing
Psi_e_1numeric14 unique values
0 missing
C.024numeric2 unique values
0 missing
Psi_i_0numeric13 unique values
0 missing
C.025numeric3 unique values
0 missing
Psi_i_1numeric13 unique values
0 missing
C.026numeric3 unique values
0 missing
P_VSA_e_2numeric13 unique values
0 missing
C.029numeric2 unique values
0 missing
P_VSA_i_2numeric13 unique values
0 missing
C.032numeric2 unique values
0 missing
P_VSA_LogP_2numeric13 unique values
0 missing
C.036numeric2 unique values
0 missing
P_VSA_MR_5numeric13 unique values
0 missing
C.037numeric2 unique values
0 missing
P_VSA_p_3numeric13 unique values
0 missing
C.040numeric3 unique values
0 missing
P_VSA_s_3numeric13 unique values
0 missing
C.041numeric2 unique values
0 missing
P_VSA_v_3numeric13 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
RDCHInumeric11 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
RDSQnumeric11 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
S0Knumeric8 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
S1Knumeric10 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
S2Knumeric11 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
SCBOnumeric8 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
SM02_AEA.bo.numeric10 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
SM02_AEA.ed.numeric9 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
SM02_EAnumeric8 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
SM02_EA.ed.numeric10 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
SM02_EA.ri.numeric13 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
SM03_AEA.bo.numeric11 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
SM03_AEA.dm.numeric4 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
SM03_AEA.ed.numeric10 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
SM04_AEA.bo.numeric11 unique values
0 missing
SM04_AEA.dm.numeric11 unique values
0 missing
SM04_AEA.ed.numeric10 unique values
0 missing
SM04_AEA.ri.numeric8 unique values
0 missing
SM04_EAnumeric10 unique values
0 missing
SM04_EA.ed.numeric11 unique values
0 missing
SM04_EA.ri.numeric13 unique values
0 missing
SM05_AEA.bo.numeric11 unique values
0 missing
SM05_AEA.dm.numeric11 unique values
0 missing
SM05_AEA.ed.numeric10 unique values
0 missing
SM05_AEA.ri.numeric11 unique values
0 missing
SM06_AEA.bo.numeric11 unique values
0 missing
SM06_AEA.ed.numeric10 unique values
0 missing
SM06_AEA.ri.numeric11 unique values
0 missing
SM06_EAnumeric10 unique values
0 missing
SM06_EA.ed.numeric10 unique values
0 missing
SM07_AEA.bo.numeric12 unique values
0 missing
SM07_AEA.dm.numeric9 unique values
0 missing
SM07_AEA.ed.numeric10 unique values
0 missing
SM07_AEA.ri.numeric10 unique values
0 missing
SM08_AEA.bo.numeric11 unique values
0 missing
SM08_AEA.dm.numeric11 unique values
0 missing
SM08_AEA.ed.numeric10 unique values
0 missing
SM08_AEA.ri.numeric9 unique values
0 missing
SM08_EAnumeric11 unique values
0 missing
SM08_EA.ed.numeric7 unique values
0 missing
SM09_AEA.dm.numeric10 unique values
0 missing
SM09_AEA.ed.numeric10 unique values
0 missing
SM09_AEA.ri.numeric11 unique values
0 missing
SM10_AEA.ed.numeric10 unique values
0 missing
SM10_AEA.ri.numeric11 unique values
0 missing
SM10_EAnumeric11 unique values
0 missing
SM11_AEA.ed.numeric10 unique values
0 missing
SM12_AEA.ed.numeric8 unique values
0 missing
SM12_EAnumeric11 unique values
0 missing
SM13_AEA.ed.numeric7 unique values
0 missing
SM14_AEA.ed.numeric6 unique values
0 missing
SM14_EAnumeric10 unique values
0 missing
SM15_AEA.bo.numeric11 unique values
0 missing
SMTInumeric11 unique values
0 missing
SMTIVnumeric14 unique values
0 missing
SNarnumeric9 unique values
0 missing
SpAD_AEA.bo.numeric13 unique values
0 missing
SpAD_AEA.dm.numeric14 unique values
0 missing
SpAD_AEA.ed.numeric11 unique values
0 missing
SpAD_AEA.ri.numeric13 unique values
0 missing
SpAD_EAnumeric11 unique values
0 missing
SpAD_EA.bo.numeric13 unique values
0 missing
SpAD_EA.ed.numeric11 unique values
0 missing
SpAD_EA.ri.numeric13 unique values
0 missing
SpDiam_AEA.bo.numeric10 unique values
0 missing
SpDiam_AEA.ed.numeric8 unique values
0 missing
SPInumeric11 unique values
0 missing
SpMax2_Bh.p.numeric10 unique values
0 missing
SpMax4_Bh.m.numeric13 unique values
0 missing
SpMax5_Bh.e.numeric12 unique values
0 missing
SpMax5_Bh.i.numeric13 unique values
0 missing
SpMax5_Bh.m.numeric12 unique values
0 missing
SpMax5_Bh.p.numeric14 unique values
0 missing
SpMax5_Bh.v.numeric13 unique values
0 missing
SpMax6_Bh.e.numeric12 unique values
0 missing
SpMax6_Bh.i.numeric13 unique values
0 missing
SpMax6_Bh.m.numeric14 unique values
0 missing
SpMax6_Bh.p.numeric12 unique values
0 missing
SpMax6_Bh.v.numeric11 unique values
0 missing
SpMax7_Bh.e.numeric14 unique values
0 missing
SpMax7_Bh.i.numeric13 unique values
0 missing
SpMax7_Bh.m.numeric13 unique values
0 missing
SpMax7_Bh.p.numeric13 unique values
0 missing
SpMax7_Bh.s.numeric13 unique values
0 missing
SpMax7_Bh.v.numeric13 unique values
0 missing
SpMaxA_AEA.bo.numeric10 unique values
0 missing
SpMaxA_AEA.ri.numeric10 unique values
0 missing
SpMaxA_EAnumeric7 unique values
0 missing
SpMaxA_EA.bo.numeric10 unique values
0 missing
SpMin2_Bh.p.numeric13 unique values
0 missing
SpMin5_Bh.e.numeric13 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
436
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
435
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanKurtosisOfNumericAtts
-0.15
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
179.62
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.77
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.56
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
-0.31
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
31.14
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.27
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.06
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
42.08
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
-0.41
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
-2.24
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.26
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.49
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
20208.86
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
0.5
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
12.6
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.44
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
3.74
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.07
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7466.16
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.11
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.12
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
1.01
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-CHEMBL3277
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3277
0 runs - estimation_procedure: 50 times Clustering
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