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w5a

active Sparse_ARFF Publicly available Visibility: public Uploaded 02-06-2015 by Farooq Zuberi
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Author: John C. Platt. libSVM","AAD group Source: [original](http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html) - Date unknown Please cite: #Dataset from the LIBSVM data repository.

301 features

class (target)	numeric	2 unique values 0 missing
att_1	numeric	2 unique values 0 missing
att_257	numeric	2 unique values 0 missing
att_2	numeric	2 unique values 0 missing
att_258	numeric	2 unique values 0 missing
att_3	numeric	2 unique values 0 missing
att_259	numeric	2 unique values 0 missing
att_4	numeric	2 unique values 0 missing
att_260	numeric	2 unique values 0 missing
att_5	numeric	2 unique values 0 missing
att_261	numeric	2 unique values 0 missing
att_6	numeric	2 unique values 0 missing
att_262	numeric	2 unique values 0 missing
att_7	numeric	2 unique values 0 missing
att_263	numeric	2 unique values 0 missing
att_8	numeric	2 unique values 0 missing
att_264	numeric	2 unique values 0 missing
att_9	numeric	2 unique values 0 missing
att_265	numeric	2 unique values 0 missing
att_10	numeric	2 unique values 0 missing
att_266	numeric	2 unique values 0 missing
att_11	numeric	2 unique values 0 missing
att_267	numeric	2 unique values 0 missing
att_12	numeric	2 unique values 0 missing
att_268	numeric	2 unique values 0 missing
att_13	numeric	2 unique values 0 missing
att_269	numeric	2 unique values 0 missing
att_14	numeric	2 unique values 0 missing
att_270	numeric	2 unique values 0 missing
att_15	numeric	2 unique values 0 missing
att_271	numeric	2 unique values 0 missing
att_16	numeric	2 unique values 0 missing
att_272	numeric	2 unique values 0 missing
att_17	numeric	2 unique values 0 missing
att_273	numeric	2 unique values 0 missing
att_18	numeric	2 unique values 0 missing
att_274	numeric	2 unique values 0 missing
att_19	numeric	2 unique values 0 missing
att_275	numeric	2 unique values 0 missing
att_20	numeric	2 unique values 0 missing
att_276	numeric	2 unique values 0 missing
att_21	numeric	2 unique values 0 missing
att_277	numeric	2 unique values 0 missing
att_22	numeric	2 unique values 0 missing
att_278	numeric	2 unique values 0 missing
att_23	numeric	2 unique values 0 missing
att_279	numeric	2 unique values 0 missing
att_24	numeric	2 unique values 0 missing
att_280	numeric	2 unique values 0 missing
att_25	numeric	2 unique values 0 missing
att_281	numeric	2 unique values 0 missing
att_26	numeric	2 unique values 0 missing
att_282	numeric	2 unique values 0 missing
att_27	numeric	2 unique values 0 missing
att_283	numeric	2 unique values 0 missing
att_28	numeric	2 unique values 0 missing
att_284	numeric	2 unique values 0 missing
att_29	numeric	2 unique values 0 missing
att_285	numeric	2 unique values 0 missing
att_30	numeric	2 unique values 0 missing
att_286	numeric	2 unique values 0 missing
att_31	numeric	2 unique values 0 missing
att_287	numeric	2 unique values 0 missing
att_32	numeric	2 unique values 0 missing
att_288	numeric	2 unique values 0 missing
att_33	numeric	2 unique values 0 missing
att_289	numeric	2 unique values 0 missing
att_34	numeric	2 unique values 0 missing
att_290	numeric	2 unique values 0 missing
att_35	numeric	2 unique values 0 missing
att_291	numeric	2 unique values 0 missing
att_36	numeric	2 unique values 0 missing
att_292	numeric	2 unique values 0 missing
att_37	numeric	2 unique values 0 missing
att_293	numeric	2 unique values 0 missing
att_38	numeric	2 unique values 0 missing
att_294	numeric	2 unique values 0 missing
att_39	numeric	2 unique values 0 missing
att_295	numeric	2 unique values 0 missing
att_40	numeric	2 unique values 0 missing
att_296	numeric	2 unique values 0 missing
att_41	numeric	2 unique values 0 missing
att_297	numeric	2 unique values 0 missing
att_42	numeric	2 unique values 0 missing
att_298	numeric	2 unique values 0 missing
att_43	numeric	2 unique values 0 missing
att_299	numeric	2 unique values 0 missing
att_44	numeric	2 unique values 0 missing
att_300	numeric	2 unique values 0 missing
att_45	numeric	2 unique values 0 missing
att_46	numeric	2 unique values 0 missing
att_47	numeric	2 unique values 0 missing
att_48	numeric	2 unique values 0 missing
att_49	numeric	2 unique values 0 missing
att_50	numeric	2 unique values 0 missing
att_51	numeric	2 unique values 0 missing
att_52	numeric	2 unique values 0 missing
att_53	numeric	2 unique values 0 missing
att_54	numeric	2 unique values 0 missing
att_55	numeric	2 unique values 0 missing
att_56	numeric	2 unique values 0 missing
att_57	numeric	2 unique values 0 missing
att_58	numeric	2 unique values 0 missing
att_59	numeric	2 unique values 0 missing
att_60	numeric	2 unique values 0 missing
att_61	numeric	2 unique values 0 missing
att_62	numeric	2 unique values 0 missing
att_63	numeric	2 unique values 0 missing
att_64	numeric	2 unique values 0 missing
att_65	numeric	2 unique values 0 missing
att_66	numeric	2 unique values 0 missing
att_67	numeric	2 unique values 0 missing
att_68	numeric	2 unique values 0 missing
att_69	numeric	2 unique values 0 missing
att_70	numeric	2 unique values 0 missing
att_71	numeric	2 unique values 0 missing
att_72	numeric	2 unique values 0 missing
att_73	numeric	2 unique values 0 missing
att_74	numeric	2 unique values 0 missing
att_75	numeric	2 unique values 0 missing
att_76	numeric	2 unique values 0 missing
att_77	numeric	2 unique values 0 missing
att_78	numeric	2 unique values 0 missing
att_79	numeric	2 unique values 0 missing
att_80	numeric	2 unique values 0 missing
att_81	numeric	2 unique values 0 missing
att_82	numeric	2 unique values 0 missing
att_83	numeric	2 unique values 0 missing
att_84	numeric	2 unique values 0 missing
att_85	numeric	2 unique values 0 missing
att_86	numeric	2 unique values 0 missing
att_87	numeric	2 unique values 0 missing
att_88	numeric	2 unique values 0 missing
att_89	numeric	2 unique values 0 missing
att_90	numeric	2 unique values 0 missing
att_91	numeric	2 unique values 0 missing
att_92	numeric	2 unique values 0 missing
att_93	numeric	2 unique values 0 missing
att_94	numeric	2 unique values 0 missing
att_95	numeric	2 unique values 0 missing
att_96	numeric	2 unique values 0 missing
att_97	numeric	2 unique values 0 missing
att_98	numeric	2 unique values 0 missing
att_99	numeric	2 unique values 0 missing
att_100	numeric	2 unique values 0 missing
att_101	numeric	2 unique values 0 missing
att_102	numeric	2 unique values 0 missing
att_103	numeric	2 unique values 0 missing
att_104	numeric	2 unique values 0 missing
att_105	numeric	2 unique values 0 missing
att_106	numeric	2 unique values 0 missing
att_107	numeric	2 unique values 0 missing
att_108	numeric	2 unique values 0 missing
att_109	numeric	2 unique values 0 missing
att_110	numeric	2 unique values 0 missing
att_111	numeric	2 unique values 0 missing
att_112	numeric	2 unique values 0 missing
att_113	numeric	2 unique values 0 missing
att_114	numeric	2 unique values 0 missing
att_115	numeric	2 unique values 0 missing
att_116	numeric	2 unique values 0 missing
att_117	numeric	2 unique values 0 missing
att_118	numeric	2 unique values 0 missing
att_119	numeric	2 unique values 0 missing
att_120	numeric	2 unique values 0 missing
att_121	numeric	2 unique values 0 missing
att_122	numeric	2 unique values 0 missing
att_123	numeric	2 unique values 0 missing
att_124	numeric	2 unique values 0 missing
att_125	numeric	2 unique values 0 missing
att_126	numeric	2 unique values 0 missing
att_127	numeric	2 unique values 0 missing
att_128	numeric	2 unique values 0 missing
att_129	numeric	2 unique values 0 missing
att_130	numeric	2 unique values 0 missing
att_131	numeric	2 unique values 0 missing
att_132	numeric	2 unique values 0 missing
att_133	numeric	2 unique values 0 missing
att_134	numeric	2 unique values 0 missing
att_135	numeric	2 unique values 0 missing
att_136	numeric	2 unique values 0 missing
att_137	numeric	2 unique values 0 missing
att_138	numeric	2 unique values 0 missing
att_139	numeric	2 unique values 0 missing
att_140	numeric	2 unique values 0 missing
att_141	numeric	2 unique values 0 missing
att_142	numeric	2 unique values 0 missing
att_143	numeric	2 unique values 0 missing
att_144	numeric	2 unique values 0 missing
att_145	numeric	2 unique values 0 missing
att_146	numeric	2 unique values 0 missing
att_147	numeric	2 unique values 0 missing
att_148	numeric	2 unique values 0 missing
att_149	numeric	2 unique values 0 missing
att_150	numeric	2 unique values 0 missing
att_151	numeric	2 unique values 0 missing
att_152	numeric	2 unique values 0 missing
att_153	numeric	2 unique values 0 missing
att_154	numeric	2 unique values 0 missing
att_155	numeric	2 unique values 0 missing
att_156	numeric	2 unique values 0 missing
att_157	numeric	2 unique values 0 missing
att_158	numeric	2 unique values 0 missing
att_159	numeric	2 unique values 0 missing
att_160	numeric	2 unique values 0 missing
att_161	numeric	2 unique values 0 missing
att_162	numeric	2 unique values 0 missing
att_163	numeric	2 unique values 0 missing
att_164	numeric	2 unique values 0 missing
att_165	numeric	2 unique values 0 missing
att_166	numeric	2 unique values 0 missing
att_167	numeric	2 unique values 0 missing
att_168	numeric	2 unique values 0 missing
att_169	numeric	2 unique values 0 missing
att_170	numeric	2 unique values 0 missing
att_171	numeric	2 unique values 0 missing
att_172	numeric	2 unique values 0 missing
att_173	numeric	2 unique values 0 missing
att_174	numeric	2 unique values 0 missing
att_175	numeric	2 unique values 0 missing
att_176	numeric	2 unique values 0 missing
att_177	numeric	2 unique values 0 missing
att_178	numeric	2 unique values 0 missing
att_179	numeric	2 unique values 0 missing
att_180	numeric	2 unique values 0 missing
att_181	numeric	2 unique values 0 missing
att_182	numeric	2 unique values 0 missing
att_183	numeric	2 unique values 0 missing
att_184	numeric	2 unique values 0 missing
att_185	numeric	2 unique values 0 missing
att_186	numeric	2 unique values 0 missing
att_187	numeric	2 unique values 0 missing
att_188	numeric	2 unique values 0 missing
att_189	numeric	2 unique values 0 missing
att_190	numeric	2 unique values 0 missing
att_191	numeric	2 unique values 0 missing
att_192	numeric	2 unique values 0 missing
att_193	numeric	2 unique values 0 missing
att_194	numeric	2 unique values 0 missing
att_195	numeric	2 unique values 0 missing
att_196	numeric	2 unique values 0 missing
att_197	numeric	2 unique values 0 missing
att_198	numeric	2 unique values 0 missing
att_199	numeric	2 unique values 0 missing
att_200	numeric	2 unique values 0 missing
att_201	numeric	2 unique values 0 missing
att_202	numeric	2 unique values 0 missing
att_203	numeric	2 unique values 0 missing
att_204	numeric	2 unique values 0 missing
att_205	numeric	2 unique values 0 missing
att_206	numeric	2 unique values 0 missing
att_207	numeric	2 unique values 0 missing
att_208	numeric	2 unique values 0 missing
att_209	numeric	2 unique values 0 missing
att_210	numeric	2 unique values 0 missing
att_211	numeric	2 unique values 0 missing
att_212	numeric	2 unique values 0 missing
att_213	numeric	2 unique values 0 missing
att_214	numeric	2 unique values 0 missing
att_215	numeric	2 unique values 0 missing
att_216	numeric	2 unique values 0 missing
att_217	numeric	2 unique values 0 missing
att_218	numeric	2 unique values 0 missing
att_219	numeric	2 unique values 0 missing
att_220	numeric	2 unique values 0 missing
att_221	numeric	2 unique values 0 missing
att_222	numeric	2 unique values 0 missing
att_223	numeric	2 unique values 0 missing
att_224	numeric	2 unique values 0 missing
att_225	numeric	2 unique values 0 missing
att_226	numeric	2 unique values 0 missing
att_227	numeric	2 unique values 0 missing
att_228	numeric	2 unique values 0 missing
att_229	numeric	2 unique values 0 missing
att_230	numeric	2 unique values 0 missing
att_231	numeric	2 unique values 0 missing
att_232	numeric	2 unique values 0 missing
att_233	numeric	2 unique values 0 missing
att_234	numeric	2 unique values 0 missing
att_235	numeric	2 unique values 0 missing
att_236	numeric	2 unique values 0 missing
att_237	numeric	2 unique values 0 missing
att_238	numeric	2 unique values 0 missing
att_239	numeric	2 unique values 0 missing
att_240	numeric	2 unique values 0 missing
att_241	numeric	2 unique values 0 missing
att_242	numeric	2 unique values 0 missing
att_243	numeric	2 unique values 0 missing
att_244	numeric	2 unique values 0 missing
att_245	numeric	2 unique values 0 missing
att_246	numeric	2 unique values 0 missing
att_247	numeric	2 unique values 0 missing
att_248	numeric	2 unique values 0 missing
att_249	numeric	2 unique values 0 missing
att_250	numeric	2 unique values 0 missing
att_251	numeric	2 unique values 0 missing
att_252	numeric	2 unique values 0 missing
att_253	numeric	2 unique values 0 missing
att_254	numeric	2 unique values 0 missing
att_255	numeric	2 unique values 0 missing
att_256	numeric	2 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

49749

Number of instances (rows) of the dataset.

NumberOfFeatures

301

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

301

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

REPTreeDepth1Kappa

Kappa coefficient 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

3.88

First quartile of skewness among attributes of the numeric type.

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

16.09

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.04

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

0.15

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

Entropy of the target attribute values.

kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

38.86

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

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

-1.61

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

0.02

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

4518.09

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.94

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

6.39

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

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

0.35

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2StdDevOfNumericAtts

0.15

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

RandomTreeDepth1AUC

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

Dimensionality

0.01

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.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

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

0.62

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3KurtosisOfNumericAtts

587.31

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

Average class difference between consecutive instances.

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

67.23

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3MeansOfNumericAtts

0.06

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

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

0.48

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

100

Percentage of numeric 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

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

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

24.28

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

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

534.79

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.

Quartile3StdDevOfNumericAtts

0.23

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

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

0.04

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

13.03

First quartile of kurtosis among attributes of the numeric type.

REPTreeDepth1AUC

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

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

First quartile of means among attributes of the numeric type.

REPTreeDepth1ErrRate

Error rate 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.

Show all 107 properties

16 tasks

Supervised Regression on w5a

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on w5a

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on w5a

0 runs - estimation_procedure: Custom 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on w5a

0 runs - estimation_procedure: Test on Training Data - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on w5a

0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Clustering on w5a