Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1697661 (TID: 103940), and it has 11 rows and 399 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.

401 features

pXC50 (target)numeric3 unique values
0 missing
molecule_id (row identifier)nominal11 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
Eta_epsi_Anumeric9 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS2inumeric9 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS2snumeric10 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS4inumeric10 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GATS4pnumeric11 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS4vnumeric11 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS6vnumeric11 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
GATS7snumeric10 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
H.047numeric7 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
IACnumeric9 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
IC3numeric9 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
IC4numeric7 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
JGI1numeric10 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
MATS2snumeric10 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
MATS3inumeric10 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
MATS4inumeric11 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
MATS4mnumeric11 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
MATS4pnumeric11 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
MATS4vnumeric10 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
MATS5inumeric11 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
MATS6vnumeric11 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
P_VSA_MR_5numeric7 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
S1Knumeric9 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
TIC0numeric9 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
ZM1MulPernumeric10 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
ZM1Pernumeric10 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
ZM1Vnumeric9 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
ATS2snumeric10 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
ATS3snumeric11 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
ATS6snumeric11 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
Chi0_EA.dm.numeric9 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
DELSnumeric11 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
Eig04_AEA.ri.numeric8 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
Eig05_AEA.dm.numeric9 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
Eig06_AEA.dm.numeric11 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS2enumeric9 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
GATS5enumeric11 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS5snumeric11 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
MATS5enumeric11 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
MATS7enumeric11 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
MATS7snumeric11 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
MAXDNnumeric10 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
Psi_i_snumeric9 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SdOnumeric10 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
SpMax4_Bh.s.numeric11 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
SpMax5_Bh.s.numeric10 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
SpMax6_Bh.s.numeric10 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SpMax7_Bh.s.numeric9 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
SsssCHnumeric9 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
ZM1Kupnumeric9 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
GATS5mnumeric11 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
JGI4numeric10 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
piPC06numeric11 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
P_VSA_LogP_5numeric6 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
P_VSA_MR_7numeric3 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
SpMax1_Bh.m.numeric10 unique values
0 missing
CENTnumeric11 unique values
0 missing
AMWnumeric9 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
C.024numeric5 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
Eig04_EAnumeric8 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
Eta_L_Anumeric8 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
Eta_sh_pnumeric8 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
GATS1enumeric9 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
GATS1mnumeric9 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
Chi1_AEA.bo.numeric9 unique values
0 missing
GATS8enumeric10 unique values
0 missing
Chi1_AEA.dm.numeric9 unique values
0 missing
JGTnumeric11 unique values
0 missing
Chi1_AEA.ed.numeric9 unique values
0 missing
MATS1mnumeric8 unique values
0 missing
Chi1_AEA.ri.numeric9 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
Chi1_EAnumeric9 unique values
0 missing
nCbHnumeric5 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
P_VSA_LogP_3numeric5 unique values
0 missing
Chi1_EA.dm.numeric9 unique values
0 missing
P_VSA_MR_6numeric7 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
SaaaCnumeric9 unique values
0 missing
Chi1_EA.ri.numeric11 unique values
0 missing
SM12_AEA.bo.numeric8 unique values
0 missing
CIC0numeric9 unique values
0 missing
SPInumeric11 unique values
0 missing
CIC1numeric9 unique values
0 missing
SpMax8_Bh.s.numeric10 unique values
0 missing
CIC2numeric9 unique values
0 missing
SpMin1_Bh.e.numeric10 unique values
0 missing
CIC3numeric9 unique values
0 missing
SpMin1_Bh.m.numeric9 unique values
0 missing
CIC4numeric7 unique values
0 missing
TIEnumeric11 unique values
0 missing
CIC5numeric7 unique values
0 missing
X.numeric4 unique values
0 missing
CIDnumeric8 unique values
0 missing
X2Anumeric7 unique values
0 missing
CMC.50numeric2 unique values
0 missing
piPC08numeric11 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SpMin2_Bh.m.numeric10 unique values
0 missing
cRo5numeric2 unique values
0 missing
C.026numeric2 unique values
0 missing
CSInumeric10 unique values
0 missing
Cl.089numeric2 unique values
0 missing
DBInumeric8 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
D.Dtr06numeric9 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
GATS7mnumeric11 unique values
0 missing
DECCnumeric10 unique values
0 missing
nArXnumeric2 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
nCLnumeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
nHMnumeric2 unique values
0 missing
DLS_01numeric3 unique values
0 missing
NsClnumeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
nXnumeric2 unique values
0 missing
DLS_03numeric4 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
DLS_04numeric2 unique values
0 missing
P_VSA_LogP_8numeric2 unique values
0 missing
DLS_05numeric2 unique values
0 missing
P_VSA_m_4numeric2 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SpMin1_Bh.v.numeric9 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SsClnumeric6 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
X2Avnumeric10 unique values
0 missing
Dznumeric9 unique values
0 missing
ATS4mnumeric11 unique values
0 missing
ECCnumeric10 unique values
0 missing
ATSC6enumeric11 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
ATSC6snumeric11 unique values
0 missing
Eig01_AEA.dm.numeric6 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
MATS5snumeric10 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
SaaCHnumeric10 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
SM03_AEA.ri.numeric11 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
SpMax3_Bh.s.numeric9 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
SpMax4_Bh.m.numeric11 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
Uindexnumeric11 unique values
0 missing
Eig02_AEA.dm.numeric7 unique values
0 missing
AACnumeric9 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
AECCnumeric10 unique values
0 missing
Eig02_AEA.ri.numeric7 unique values
0 missing
ALOGPnumeric9 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
ALOGP2numeric9 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
AMRnumeric9 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
ARRnumeric6 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
ATS1enumeric9 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
ATS1inumeric8 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
ATS1mnumeric9 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
ATS1pnumeric9 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
ATS2enumeric9 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
ATS2inumeric9 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
ATS2mnumeric9 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
ATS2pnumeric9 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
ATS2vnumeric9 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
ATS3inumeric9 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
ATS4inumeric8 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
ATS4pnumeric11 unique values
0 missing
Eig05_AEA.ri.numeric8 unique values
0 missing
ATS4snumeric11 unique values
0 missing
Eig05_EAnumeric9 unique values
0 missing
ATS4vnumeric11 unique values
0 missing
ATS5enumeric10 unique values
0 missing
ATS5inumeric9 unique values
0 missing
ATS5mnumeric11 unique values
0 missing
ATS5pnumeric11 unique values
0 missing
ATS5snumeric11 unique values
0 missing
ATS5vnumeric11 unique values
0 missing
ATS6enumeric11 unique values
0 missing
ATS6inumeric10 unique values
0 missing
ATS6mnumeric11 unique values
0 missing
ATS6pnumeric11 unique values
0 missing
ATS6vnumeric11 unique values
0 missing
ATS7enumeric10 unique values
0 missing
ATS7inumeric10 unique values
0 missing
ATS7mnumeric11 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
ATS7snumeric11 unique values
0 missing
ATS7vnumeric11 unique values
0 missing
ATS8enumeric10 unique values
0 missing
ATS8inumeric9 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
ATS8snumeric10 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
ATSC1inumeric9 unique values
0 missing
ATSC1mnumeric9 unique values
0 missing
ATSC1pnumeric9 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
ATSC1vnumeric9 unique values
0 missing
ATSC2enumeric9 unique values
0 missing
ATSC2inumeric9 unique values
0 missing
ATSC2mnumeric9 unique values
0 missing
ATSC2pnumeric9 unique values
0 missing
ATSC2vnumeric9 unique values
0 missing
ATSC3enumeric8 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
ATSC3snumeric11 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
ATSC4enumeric11 unique values
0 missing
ATSC4inumeric11 unique values
0 missing
ATSC4mnumeric11 unique values
0 missing
ATSC4pnumeric11 unique values
0 missing
ATSC4snumeric11 unique values
0 missing
ATSC4vnumeric11 unique values
0 missing
ATSC5enumeric11 unique values
0 missing
ATSC5inumeric11 unique values
0 missing
ATSC5mnumeric11 unique values
0 missing
ATSC5pnumeric11 unique values
0 missing
ATSC5snumeric11 unique values
0 missing
ATSC5vnumeric11 unique values
0 missing
ATSC6inumeric11 unique values
0 missing
ATSC6mnumeric11 unique values
0 missing
ATSC6pnumeric11 unique values
0 missing
ATSC6vnumeric11 unique values
0 missing
ATSC7enumeric9 unique values
0 missing
ATSC7inumeric11 unique values
0 missing
ATSC7mnumeric11 unique values
0 missing
ATSC7pnumeric11 unique values
0 missing
ATSC7snumeric11 unique values
0 missing
ATSC7vnumeric11 unique values
0 missing
ATSC8enumeric10 unique values
0 missing
ATSC8inumeric9 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
BACnumeric7 unique values
0 missing
BBInumeric8 unique values
0 missing
BIC0numeric9 unique values
0 missing
BIC1numeric9 unique values
0 missing
BIC2numeric9 unique values
0 missing
BIC3numeric8 unique values
0 missing
BIC4numeric7 unique values
0 missing
BIC5numeric7 unique values
0 missing
BIDnumeric7 unique values
0 missing
BLInumeric9 unique values
0 missing
BLTA96numeric9 unique values
0 missing
BLTD48numeric9 unique values
0 missing
BLTF96numeric9 unique values
0 missing
C.numeric7 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
C.025numeric3 unique values
0 missing
C.034numeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
C.037numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
11
Number of instances (rows) of the dataset.
NumberOfFeatures
401
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
400
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
1.98
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
36.45
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
3.23
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.
MeanSkewnessOfNumericAtts
0.21
Mean skewness among 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.
MeanStdDevOfNumericAtts
4.88
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.1
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.4
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.86
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
11
Maximum kurtosis 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
3.95
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1279
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.75
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.96
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-3.32
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.25
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.58
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.32
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.28
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.48
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
412.79
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.73
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
2.33
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.96
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
17.59
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.53
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697661
0 runs - estimation_procedure: 50 times Clustering
Define a new task