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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3718

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: CHEMBL3718 (TID: 13025), and it has 48 rows and 337 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.

339 features

pXC50 (target)	numeric	42 unique values 0 missing
molecule_id (row identifier)	nominal	48 unique values 0 missing
MWC09	numeric	32 unique values 0 missing
SpMax6_Bh.p.	numeric	29 unique values 0 missing
MWC10	numeric	33 unique values 0 missing
SpMax6_Bh.v.	numeric	35 unique values 0 missing
TWC	numeric	34 unique values 0 missing
SpMin5_Bh.p.	numeric	31 unique values 0 missing
ATS1m	numeric	30 unique values 0 missing
BID	numeric	21 unique values 0 missing
ATSC7i	numeric	46 unique values 0 missing
Chi1_EA.bo.	numeric	37 unique values 0 missing
Eig07_AEA.ed.	numeric	33 unique values 0 missing
Eig09_AEA.ed.	numeric	27 unique values 0 missing
MW	numeric	31 unique values 0 missing
Eig09_EA.ed.	numeric	30 unique values 0 missing
ZM1Mad	numeric	35 unique values 0 missing
Eig11_AEA.ed.	numeric	24 unique values 0 missing
ZM2Mad	numeric	41 unique values 0 missing
Eig11_EA	numeric	27 unique values 0 missing
ATS3m	numeric	43 unique values 0 missing
Eig12_AEA.ed.	numeric	26 unique values 0 missing
Eig11_EA.bo.	numeric	31 unique values 0 missing
Eig13_EA	numeric	23 unique values 0 missing
GATS1i	numeric	29 unique values 0 missing
Eig13_EA.bo.	numeric	33 unique values 0 missing
SM06_EA.ri.	numeric	43 unique values 0 missing
Eig13_EA.ri.	numeric	42 unique values 0 missing
SpMin8_Bh.s.	numeric	14 unique values 0 missing
Eig15_AEA.bo.	numeric	29 unique values 0 missing
X5	numeric	34 unique values 0 missing
Eig15_AEA.ri.	numeric	42 unique values 0 missing
BLTA96	numeric	29 unique values 0 missing
Eig15_EA	numeric	31 unique values 0 missing
BLTD48	numeric	29 unique values 0 missing
Eta_betaS	numeric	22 unique values 0 missing
BLTF96	numeric	29 unique values 0 missing
MPC03	numeric	18 unique values 0 missing
C.025	numeric	3 unique values 0 missing
Pol	numeric	18 unique values 0 missing
Eta_betaP	numeric	9 unique values 0 missing
SM04_AEA.ri.	numeric	30 unique values 0 missing
MATS1p	numeric	25 unique values 0 missing
SM05_AEA.dm.	numeric	27 unique values 0 missing
MLOGP	numeric	30 unique values 0 missing
SM07_AEA.dm.	numeric	23 unique values 0 missing
MLOGP2	numeric	30 unique values 0 missing
SM09_AEA.dm.	numeric	31 unique values 0 missing
nAB	numeric	2 unique values 0 missing
SNar	numeric	23 unique values 0 missing
nBM	numeric	6 unique values 0 missing
SpAD_AEA.ed.	numeric	34 unique values 0 missing
nCar	numeric	3 unique values 0 missing
SpAD_EA.ri.	numeric	45 unique values 0 missing
PCD	numeric	27 unique values 0 missing
SpMin7_Bh.s.	numeric	14 unique values 0 missing
Uc	numeric	6 unique values 0 missing
X3	numeric	34 unique values 0 missing
SpMax7_Bh.i.	numeric	40 unique values 0 missing
X3sol	numeric	31 unique values 0 missing
SpMax8_Bh.e.	numeric	33 unique values 0 missing
X3v	numeric	47 unique values 0 missing
SpMax8_Bh.i.	numeric	33 unique values 0 missing
X5sol	numeric	31 unique values 0 missing
SpMax8_Bh.p.	numeric	28 unique values 0 missing
X5v	numeric	48 unique values 0 missing
SpMax8_Bh.v.	numeric	31 unique values 0 missing
Xt	numeric	23 unique values 0 missing
SpMin7_Bh.v.	numeric	41 unique values 0 missing
Eig03_AEA.dm.	numeric	45 unique values 0 missing
SpMin8_Bh.e.	numeric	28 unique values 0 missing
Eig06_AEA.ri.	numeric	41 unique values 0 missing
SpMin8_Bh.i.	numeric	30 unique values 0 missing
Eig06_EA	numeric	28 unique values 0 missing
GATS2e	numeric	37 unique values 0 missing
Eig06_EA.ri.	numeric	40 unique values 0 missing
SpMax6_Bh.i.	numeric	40 unique values 0 missing
Eig07_AEA.dm.	numeric	45 unique values 0 missing
P_VSA_s_3	numeric	27 unique values 0 missing
Eig09_AEA.bo.	numeric	25 unique values 0 missing
CSI	numeric	33 unique values 0 missing
Eig13_AEA.ri.	numeric	43 unique values 0 missing
DLS_04	numeric	4 unique values 0 missing
Eig14_AEA.dm.	numeric	40 unique values 0 missing
ECC	numeric	29 unique values 0 missing
Eig14_EA	numeric	24 unique values 0 missing
Eta_FL_A	numeric	35 unique values 0 missing
Eig14_EA.bo.	numeric	33 unique values 0 missing
ICR	numeric	28 unique values 0 missing
Eig14_EA.ri.	numeric	39 unique values 0 missing
LOC	numeric	23 unique values 0 missing
MPC06	numeric	24 unique values 0 missing
nCsp3	numeric	8 unique values 0 missing
MPC09	numeric	30 unique values 0 missing
ON1V	numeric	39 unique values 0 missing
MWC05	numeric	31 unique values 0 missing
SpMin2_Bh.s.	numeric	39 unique values 0 missing
MWC06	numeric	33 unique values 0 missing
SpMin3_Bh.p.	numeric	41 unique values 0 missing
MWC07	numeric	34 unique values 0 missing
SpMin7_Bh.p.	numeric	43 unique values 0 missing
MWC08	numeric	33 unique values 0 missing
SpMin7_Bh.e.	numeric	41 unique values 0 missing
SM02_EA.ri.	numeric	35 unique values 0 missing
SpMin7_Bh.i.	numeric	40 unique values 0 missing
SM04_EA.ri.	numeric	41 unique values 0 missing
SpMin3_Bh.m.	numeric	43 unique values 0 missing
SM08_AEA.dm.	numeric	24 unique values 0 missing
ATSC6i	numeric	47 unique values 0 missing
SM14_AEA.bo.	numeric	28 unique values 0 missing
Eig03_AEA.ed.	numeric	31 unique values 0 missing
SpAD_AEA.dm.	numeric	48 unique values 0 missing
Eig03_EA.ed.	numeric	32 unique values 0 missing
SpMax5_Bh.m.	numeric	37 unique values 0 missing
Eig03_EA.ri.	numeric	40 unique values 0 missing
X2sol	numeric	31 unique values 0 missing
SM12_AEA.dm.	numeric	32 unique values 0 missing
X4	numeric	34 unique values 0 missing
ZM1MulPer	numeric	43 unique values 0 missing
X4sol	numeric	31 unique values 0 missing
ZM1Per	numeric	43 unique values 0 missing
X4v	numeric	48 unique values 0 missing
ZM1V	numeric	28 unique values 0 missing
GATS4v	numeric	46 unique values 0 missing
Eig04_EA.ri.	numeric	44 unique values 0 missing
ATS3s	numeric	45 unique values 0 missing
TPSA.NO.	numeric	9 unique values 0 missing
ATS6m	numeric	48 unique values 0 missing
TPSA.Tot.	numeric	9 unique values 0 missing
Eig04_AEA.dm.	numeric	43 unique values 0 missing
ATS5p	numeric	45 unique values 0 missing
Eig05_AEA.dm.	numeric	46 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ALOGP	numeric	37 unique values 0 missing
DLS_cons	numeric	7 unique values 0 missing
ALOGP2	numeric	37 unique values 0 missing
GATS1v	numeric	30 unique values 0 missing
ARR	numeric	16 unique values 0 missing
IC2	numeric	38 unique values 0 missing
C.017	numeric	2 unique values 0 missing
MATS3v	numeric	41 unique values 0 missing
C.018	numeric	2 unique values 0 missing
SpMax3_Bh.e.	numeric	40 unique values 0 missing
C.027	numeric	2 unique values 0 missing
SpMax3_Bh.i.	numeric	40 unique values 0 missing
C.029	numeric	2 unique values 0 missing
SpMax3_Bh.p.	numeric	38 unique values 0 missing
C.032	numeric	2 unique values 0 missing
SpMax3_Bh.v.	numeric	41 unique values 0 missing
C.041	numeric	2 unique values 0 missing
SpMin3_Bh.e.	numeric	40 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
SpMin3_Bh.i.	numeric	41 unique values 0 missing
CATS2D_04_AA	numeric	2 unique values 0 missing
SpMin3_Bh.v.	numeric	41 unique values 0 missing
CATS2D_04_DL	numeric	2 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
CATS2D_05_DA	numeric	3 unique values 0 missing
SpMin2_Bh.v.	numeric	40 unique values 0 missing
CATS2D_07_DD	numeric	3 unique values 0 missing
ATS1e	numeric	31 unique values 0 missing
Eig01_EA.bo.	numeric	23 unique values 0 missing
ATS1v	numeric	31 unique values 0 missing
Eig01_EA.ri.	numeric	27 unique values 0 missing
ATS2e	numeric	31 unique values 0 missing
Eig02_AEA.dm.	numeric	32 unique values 0 missing
Eig02_EA.dm.	numeric	5 unique values 0 missing
Eig03_EA.dm.	numeric	5 unique values 0 missing
Eig04_EA.dm.	numeric	4 unique values 0 missing
Eig05_EA.dm.	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	45 unique values 0 missing
H.048	numeric	3 unique values 0 missing
H.049	numeric	2 unique values 0 missing
MATS1s	numeric	41 unique values 0 missing
MATS2s	numeric	47 unique values 0 missing
N.072	numeric	2 unique values 0 missing
N.075	numeric	2 unique values 0 missing
NaaN	numeric	2 unique values 0 missing
NaasC	numeric	6 unique values 0 missing
nArOH	numeric	2 unique values 0 missing
nCconj	numeric	2 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
nDB	numeric	5 unique values 0 missing
NdssC	numeric	2 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
nR.Ct	numeric	2 unique values 0 missing
nROH	numeric	3 unique values 0 missing
nROR	numeric	2 unique values 0 missing
NssNH	numeric	2 unique values 0 missing
NsssN	numeric	2 unique values 0 missing
O.056	numeric	3 unique values 0 missing
O.057	numeric	2 unique values 0 missing
O.058	numeric	2 unique values 0 missing
O.059	numeric	2 unique values 0 missing
P_VSA_e_3	numeric	4 unique values 0 missing
P_VSA_LogP_2	numeric	17 unique values 0 missing
P_VSA_LogP_3	numeric	8 unique values 0 missing
P_VSA_LogP_4	numeric	3 unique values 0 missing
P_VSA_LogP_6	numeric	7 unique values 0 missing
P_VSA_MR_3	numeric	4 unique values 0 missing
P_VSA_MR_6	numeric	20 unique values 0 missing
P_VSA_s_5	numeric	3 unique values 0 missing
SaaN	numeric	30 unique values 0 missing
SdssC	numeric	19 unique values 0 missing
SM11_AEA.ri.	numeric	23 unique values 0 missing
SM12_EA.bo.	numeric	32 unique values 0 missing
SM13_EA.bo.	numeric	32 unique values 0 missing
SM14_EA.bo.	numeric	31 unique values 0 missing
SM15_EA.bo.	numeric	31 unique values 0 missing
SpAD_EA.dm.	numeric	11 unique values 0 missing
SpDiam_AEA.bo.	numeric	29 unique values 0 missing
SpDiam_EA.bo.	numeric	23 unique values 0 missing
SpDiam_EA.ri.	numeric	27 unique values 0 missing
SpMax_EA.bo.	numeric	23 unique values 0 missing
SpMax_EA.ri.	numeric	27 unique values 0 missing
SssNH	numeric	18 unique values 0 missing
SsssN	numeric	19 unique values 0 missing
ATS4m	numeric	48 unique values 0 missing
ATS4s	numeric	46 unique values 0 missing
ATS7m	numeric	47 unique values 0 missing
ATS7s	numeric	46 unique values 0 missing
SpMax5_Bh.e.	numeric	30 unique values 0 missing
SpMin4_Bh.m.	numeric	37 unique values 0 missing
SpMin4_Bh.s.	numeric	36 unique values 0 missing
MATS1v	numeric	28 unique values 0 missing
ATS8m	numeric	48 unique values 0 missing
Chi1_AEA.bo.	numeric	34 unique values 0 missing
Chi1_AEA.dm.	numeric	34 unique values 0 missing
Chi1_AEA.ed.	numeric	34 unique values 0 missing
Chi1_AEA.ri.	numeric	34 unique values 0 missing
Chi1_EA	numeric	34 unique values 0 missing
Chi1_EA.ri.	numeric	46 unique values 0 missing
DBI	numeric	19 unique values 0 missing
Eig04_AEA.ed.	numeric	32 unique values 0 missing
Eig04_EA.ed.	numeric	33 unique values 0 missing
Eig14_AEA.ed.	numeric	25 unique values 0 missing
Eig15_AEA.ed.	numeric	23 unique values 0 missing
MPC01	numeric	14 unique values 0 missing
MWC01	numeric	14 unique values 0 missing
MWC02	numeric	22 unique values 0 missing
MWC03	numeric	32 unique values 0 missing
nBO	numeric	14 unique values 0 missing
piPC01	numeric	14 unique values 0 missing
SCBO	numeric	14 unique values 0 missing
SM02_AEA.bo.	numeric	25 unique values 0 missing
SM13_AEA.dm.	numeric	33 unique values 0 missing
SMTIV	numeric	43 unique values 0 missing
SpAD_AEA.bo.	numeric	38 unique values 0 missing
SpAD_AEA.ri.	numeric	45 unique values 0 missing
SpAD_EA	numeric	33 unique values 0 missing
SpAD_EA.bo.	numeric	37 unique values 0 missing
SRW02	numeric	14 unique values 0 missing
SRW04	numeric	25 unique values 0 missing
TPC	numeric	20 unique values 0 missing
ZM1	numeric	22 unique values 0 missing
ZM2	numeric	32 unique values 0 missing
MPC07	numeric	23 unique values 0 missing
MPC10	numeric	27 unique values 0 missing
nO	numeric	5 unique values 0 missing
SpMin6_Bh.p.	numeric	30 unique values 0 missing
Eta_L_A	numeric	32 unique values 0 missing
SpMax5_Bh.p.	numeric	34 unique values 0 missing
SpMin4_Bh.v.	numeric	39 unique values 0 missing
SpMin5_Bh.e.	numeric	43 unique values 0 missing
SpMin5_Bh.i.	numeric	38 unique values 0 missing
CATS2D_07_AL	numeric	6 unique values 0 missing
Eig11_EA.ri.	numeric	35 unique values 0 missing
Eig12_AEA.bo.	numeric	33 unique values 0 missing
Eig13_AEA.dm.	numeric	40 unique values 0 missing
GGI4	numeric	18 unique values 0 missing
SpMAD_EA	numeric	28 unique values 0 missing
C.006	numeric	5 unique values 0 missing
Eig02_EA.bo.	numeric	27 unique values 0 missing
MATS2e	numeric	37 unique values 0 missing
NdsCH	numeric	3 unique values 0 missing
SdsCH	numeric	20 unique values 0 missing
SM09_EA.bo.	numeric	31 unique values 0 missing
SM10_EA.bo.	numeric	33 unique values 0 missing
SM11_EA.bo.	numeric	33 unique values 0 missing
SM12_AEA.ri.	numeric	27 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
RBF	numeric	21 unique values 0 missing
GATS7v	numeric	46 unique values 0 missing
Chi1_EA.dm.	numeric	40 unique values 0 missing
SssO	numeric	31 unique values 0 missing
ATS1s	numeric	43 unique values 0 missing
BBI	numeric	16 unique values 0 missing
Dz	numeric	26 unique values 0 missing
Eta_F	numeric	48 unique values 0 missing
GGI10	numeric	18 unique values 0 missing
GGI6	numeric	25 unique values 0 missing
GGI8	numeric	26 unique values 0 missing
GMTIV	numeric	43 unique values 0 missing
MPC02	numeric	16 unique values 0 missing
MWC04	numeric	26 unique values 0 missing
SM02_EA	numeric	16 unique values 0 missing
SpAD_EA.ed.	numeric	34 unique values 0 missing
SPI	numeric	34 unique values 0 missing
SRW06	numeric	32 unique values 0 missing
X2	numeric	34 unique values 0 missing
CATS2D_06_AA	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	27 unique values 0 missing
Eig08_AEA.ed.	numeric	29 unique values 0 missing
Eig08_EA.ed.	numeric	33 unique values 0 missing
Eig10_AEA.ed.	numeric	26 unique values 0 missing
Eig12_AEA.dm.	numeric	40 unique values 0 missing
Eta_beta_A	numeric	28 unique values 0 missing
Eta_betaP_A	numeric	23 unique values 0 missing
NdO	numeric	2 unique values 0 missing
PCR	numeric	28 unique values 0 missing
SM03_AEA.ri.	numeric	33 unique values 0 missing
ATSC7s	numeric	48 unique values 0 missing
TIE	numeric	48 unique values 0 missing
ATS6e	numeric	47 unique values 0 missing
ATS6i	numeric	48 unique values 0 missing
ATSC6m	numeric	48 unique values 0 missing
SpMax7_Bh.v.	numeric	39 unique values 0 missing
SpMin4_Bh.e.	numeric	35 unique values 0 missing
SpMin8_Bh.m.	numeric	34 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig01_AEA.ri.	numeric	29 unique values 0 missing
MATS1i	numeric	28 unique values 0 missing
SM07_EA.ri.	numeric	38 unique values 0 missing
SM08_EA.ri.	numeric	42 unique values 0 missing
SM09_EA.ri.	numeric	40 unique values 0 missing
SM10_EA.ri.	numeric	46 unique values 0 missing
SM11_EA.ri.	numeric	40 unique values 0 missing
SM12_EA.ri.	numeric	44 unique values 0 missing
SM13_EA.ri.	numeric	40 unique values 0 missing
SM14_EA.ri.	numeric	41 unique values 0 missing
SM15_EA.ri.	numeric	41 unique values 0 missing
SpDiam_AEA.ri.	numeric	28 unique values 0 missing
SpMAD_EA.dm.	numeric	25 unique values 0 missing
SpMax_AEA.ri.	numeric	29 unique values 0 missing
ATSC5v	numeric	48 unique values 0 missing
Chi0_EA.dm.	numeric	35 unique values 0 missing
MPC05	numeric	20 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

339

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

338

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.06

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

2.79

Second quartile (Median) of means among attributes of the numeric type.

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

6.47

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.33

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

13431.83

Maximum of means among attributes of the numeric type.

MinMutualInformation

Minimal mutual information between the nominal attributes and the target attribute.

Quartile2SkewnessOfNumericAtts

0.3

Second quartile (Median) of skewness among attributes of the numeric type.

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

7.06

Number of attributes divided by the number of instances.

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.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.43

Second quartile (Median) of standard deviation of attributes of the numeric type.

RandomTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-1.65

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

1.91

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.02

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

-0.6

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

-0.12

Average class difference between consecutive instances.

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

6581.18

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.71

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.66

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.29

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

-0.92

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.53

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

CfsSubsetEval_NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

75.09

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

-1.45

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.98

Third quartile of standard deviation of attributes of the numeric type.

CfsSubsetEval_NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

0.68

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile1SkewnessOfNumericAtts

-0.01

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

0.26

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.2

First quartile of standard deviation of attributes of the numeric type.

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

33.39

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy