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active ARFF Publicly available Visibility: public Uploaded 14-03-2019 by Quay Au
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Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : This is a pre-processed version of the dataset used in Kaggles Online Product Sales competition (Kaggle 2012) that concerns the prediction of the online sales of consumer products. Each row in the dataset corresponds to a different product that is described by various product features as well as features of an advertising campaign. There are 12 target variables corresponding to the monthly sales for the first 12 months after the product launches. For the purposes of this study we removed examples with missing values in any target variable (112 out of 751) and attributes with one distinct value (145 out of 558).

413 features

Outcome_M1 (target)	numeric	66 unique values 0 missing
Outcome_M2 (target)	numeric	49 unique values 0 missing
Outcome_M3 (target)	numeric	30 unique values 0 missing
Outcome_M4 (target)	numeric	24 unique values 0 missing
Outcome_M5 (target)	numeric	24 unique values 0 missing
Outcome_M6 (target)	numeric	13 unique values 0 missing
Outcome_M7 (target)	numeric	11 unique values 0 missing
Outcome_M8 (target)	numeric	12 unique values 0 missing
Outcome_M9 (target)	numeric	11 unique values 0 missing
Outcome_M10 (target)	numeric	10 unique values 0 missing
Outcome_M11 (target)	numeric	7 unique values 0 missing
Outcome_M12 (target)	numeric	7 unique values 0 missing
Cat_1	numeric	2 unique values 0 missing
Cat_346	numeric	2 unique values 0 missing
Date_1	numeric	262 unique values 0 missing
Cat_347	numeric	2 unique values 0 missing
Quan_1	numeric	114 unique values 0 missing
Cat_348	numeric	2 unique values 0 missing
Quan_2	numeric	68 unique values 9 missing
Cat_349	numeric	2 unique values 0 missing
Quan_3	numeric	147 unique values 3 missing
Cat_350	numeric	2 unique values 0 missing
Quan_4	numeric	451 unique values 69 missing
Cat_351	numeric	2 unique values 0 missing
Date_2	numeric	325 unique values 0 missing
Cat_352	numeric	2 unique values 0 missing
Quan_5	numeric	69 unique values 474 missing
Cat_353	numeric	2 unique values 0 missing
Quan_6	numeric	29 unique values 474 missing
Cat_354	numeric	2 unique values 0 missing
Quan_7	numeric	38 unique values 474 missing
Cat_355	numeric	2 unique values 0 missing
Quan_8	numeric	69 unique values 474 missing
Cat_356	numeric	2 unique values 0 missing
Quan_9	numeric	69 unique values 474 missing
Cat_357	numeric	2 unique values 0 missing
Quan_10	numeric	45 unique values 474 missing
Cat_358	numeric	2 unique values 0 missing
Quan_11	numeric	26 unique values 474 missing
Cat_359	numeric	2 unique values 0 missing
Quan_12	numeric	20 unique values 474 missing
Cat_361	numeric	2 unique values 0 missing
Quan_13	numeric	45 unique values 474 missing
Cat_362	numeric	2 unique values 0 missing
Quan_14	numeric	45 unique values 474 missing
Cat_363	numeric	2 unique values 0 missing
Cat_2	numeric	66 unique values 0 missing
Cat_366	numeric	2 unique values 0 missing
Cat_3	numeric	248 unique values 0 missing
Cat_367	numeric	2 unique values 0 missing
Cat_4	numeric	373 unique values 0 missing
Cat_370	numeric	2 unique values 0 missing
Cat_5	numeric	13 unique values 0 missing
Cat_371	numeric	2 unique values 0 missing
Cat_6	numeric	57 unique values 0 missing
Cat_373	numeric	2 unique values 0 missing
Cat_7	numeric	14 unique values 0 missing
Cat_374	numeric	2 unique values 0 missing
Cat_8	numeric	25 unique values 0 missing
Cat_375	numeric	2 unique values 0 missing
Cat_9	numeric	7 unique values 0 missing
Cat_376	numeric	2 unique values 0 missing
Cat_10	numeric	4 unique values 0 missing
Cat_377	numeric	2 unique values 0 missing
Cat_11	numeric	2 unique values 0 missing
Cat_379	numeric	2 unique values 0 missing
Cat_12	numeric	3 unique values 0 missing
Cat_380	numeric	2 unique values 0 missing
Cat_13	numeric	2 unique values 0 missing
Cat_381	numeric	2 unique values 0 missing
Cat_15	numeric	16 unique values 0 missing
Quan_19	numeric	15 unique values 466 missing
Cat_16	numeric	2 unique values 0 missing
Cat_382	numeric	2 unique values 0 missing
Quan_15	numeric	284 unique values 9 missing
Cat_383	numeric	2 unique values 0 missing
Cat_17	numeric	3 unique values 0 missing
Cat_384	numeric	15 unique values 0 missing
Cat_18	numeric	2 unique values 0 missing
Quan_20	numeric	22 unique values 597 missing
Cat_19	numeric	2 unique values 0 missing
Cat_385	numeric	2 unique values 0 missing
Cat_22	numeric	2 unique values 0 missing
Cat_386	numeric	2 unique values 0 missing
Cat_23	numeric	2 unique values 0 missing
Cat_387	numeric	2 unique values 0 missing
Cat_27	numeric	2 unique values 0 missing
Cat_388	numeric	2 unique values 0 missing
Cat_29	numeric	2 unique values 0 missing
Cat_389	numeric	2 unique values 0 missing
Cat_38	numeric	2 unique values 0 missing
Cat_390	numeric	2 unique values 0 missing
Cat_41	numeric	2 unique values 0 missing
Cat_391	numeric	2 unique values 0 missing
Cat_42	numeric	2 unique values 0 missing
Quan_21	numeric	11 unique values 538 missing
Cat_43	numeric	2 unique values 0 missing
Cat_392	numeric	2 unique values 0 missing
Cat_44	numeric	2 unique values 0 missing
Cat_393	numeric	2 unique values 0 missing
Cat_47	numeric	2 unique values 0 missing
Cat_394	numeric	2 unique values 0 missing
Cat_51	numeric	2 unique values 0 missing
Cat_395	numeric	2 unique values 0 missing
Cat_52	numeric	2 unique values 0 missing
Cat_396	numeric	2 unique values 0 missing
Cat_59	numeric	2 unique values 0 missing
Quan_22	numeric	5 unique values 624 missing
Cat_66	numeric	2 unique values 0 missing
Cat_397	numeric	2 unique values 0 missing
Cat_67	numeric	2 unique values 0 missing
Cat_398	numeric	2 unique values 0 missing
Cat_68	numeric	2 unique values 0 missing
Cat_399	numeric	2 unique values 0 missing
Cat_69	numeric	2 unique values 0 missing
Cat_400	numeric	2 unique values 0 missing
Cat_70	numeric	2 unique values 0 missing
Cat_402	numeric	2 unique values 0 missing
Cat_73	numeric	2 unique values 0 missing
Cat_403	numeric	2 unique values 0 missing
Cat_78	numeric	2 unique values 0 missing
Cat_404	numeric	2 unique values 0 missing
Cat_79	numeric	2 unique values 0 missing
Cat_406	numeric	2 unique values 0 missing
Cat_80	numeric	2 unique values 0 missing
Cat_408	numeric	2 unique values 0 missing
Cat_81	numeric	2 unique values 0 missing
Cat_412	numeric	2 unique values 0 missing
Cat_83	numeric	2 unique values 0 missing
Cat_413	numeric	2 unique values 0 missing
Cat_84	numeric	2 unique values 0 missing
Cat_414	numeric	2 unique values 0 missing
Cat_88	numeric	2 unique values 0 missing
Cat_415	numeric	3 unique values 0 missing
Cat_97	numeric	2 unique values 0 missing
Cat_417	numeric	2 unique values 0 missing
Cat_98	numeric	2 unique values 0 missing
Cat_418	numeric	2 unique values 0 missing
Cat_102	numeric	2 unique values 0 missing
Cat_419	numeric	2 unique values 0 missing
Quan_16	numeric	20 unique values 256 missing
Cat_420	numeric	2 unique values 0 missing
Quan_17	numeric	7 unique values 277 missing
Cat_421	numeric	2 unique values 0 missing
Quan_18	numeric	12 unique values 575 missing
Cat_422	numeric	2 unique values 0 missing
Cat_110	numeric	4 unique values 0 missing
Cat_423	numeric	2 unique values 0 missing
Cat_111	numeric	2 unique values 0 missing
Cat_424	numeric	2 unique values 0 missing
Cat_112	numeric	2 unique values 0 missing
Cat_425	numeric	2 unique values 0 missing
Cat_113	numeric	9 unique values 0 missing
Cat_426	numeric	2 unique values 0 missing
Cat_114	numeric	2 unique values 0 missing
Cat_427	numeric	2 unique values 0 missing
Cat_115	numeric	4 unique values 0 missing
Cat_429	numeric	2 unique values 0 missing
Cat_116	numeric	2 unique values 0 missing
Cat_430	numeric	2 unique values 0 missing
Cat_117	numeric	2 unique values 0 missing
Cat_432	numeric	2 unique values 0 missing
Cat_118	numeric	2 unique values 0 missing
Cat_433	numeric	2 unique values 0 missing
Cat_119	numeric	2 unique values 0 missing
Cat_434	numeric	2 unique values 0 missing
Cat_120	numeric	2 unique values 0 missing
Cat_435	numeric	2 unique values 0 missing
Cat_121	numeric	2 unique values 0 missing
Cat_436	numeric	2 unique values 0 missing
Cat_122	numeric	2 unique values 0 missing
Cat_437	numeric	2 unique values 0 missing
Cat_123	numeric	2 unique values 0 missing
Cat_438	numeric	2 unique values 0 missing
Cat_125	numeric	2 unique values 0 missing
Cat_439	numeric	2 unique values 0 missing
Cat_126	numeric	2 unique values 0 missing
Cat_440	numeric	2 unique values 0 missing
Cat_128	numeric	2 unique values 0 missing
Cat_441	numeric	2 unique values 0 missing
Cat_129	numeric	2 unique values 0 missing
Cat_442	numeric	2 unique values 0 missing
Cat_130	numeric	2 unique values 0 missing
Cat_443	numeric	2 unique values 0 missing
Cat_131	numeric	2 unique values 0 missing
Cat_444	numeric	2 unique values 0 missing
Cat_132	numeric	2 unique values 0 missing
Cat_445	numeric	2 unique values 0 missing
Cat_133	numeric	2 unique values 0 missing
Cat_446	numeric	2 unique values 0 missing
Cat_134	numeric	2 unique values 0 missing
Cat_447	numeric	2 unique values 0 missing
Cat_135	numeric	2 unique values 0 missing
Cat_448	numeric	2 unique values 0 missing
Cat_136	numeric	2 unique values 0 missing
Cat_449	numeric	2 unique values 0 missing
Cat_137	numeric	2 unique values 0 missing
Cat_450	numeric	2 unique values 0 missing
Cat_138	numeric	2 unique values 0 missing
Cat_451	numeric	2 unique values 0 missing
Cat_139	numeric	2 unique values 0 missing
Cat_452	numeric	2 unique values 0 missing
Cat_140	numeric	2 unique values 0 missing
Cat_453	numeric	2 unique values 0 missing
Cat_141	numeric	2 unique values 0 missing
Cat_454	numeric	2 unique values 0 missing
Cat_142	numeric	2 unique values 0 missing
Cat_455	numeric	2 unique values 0 missing
Cat_143	numeric	2 unique values 0 missing
Cat_456	numeric	2 unique values 0 missing
Cat_144	numeric	2 unique values 0 missing
Cat_457	numeric	2 unique values 0 missing
Cat_145	numeric	2 unique values 0 missing
Quant_22	numeric	12 unique values 582 missing
Cat_146	numeric	2 unique values 0 missing
Cat_458	numeric	9 unique values 0 missing
Cat_147	numeric	2 unique values 0 missing
Quant_23	numeric	9 unique values 574 missing
Cat_148	numeric	2 unique values 0 missing
Cat_459	numeric	7 unique values 0 missing
Cat_149	numeric	2 unique values 0 missing
Quant_24	numeric	85 unique values 333 missing
Cat_150	numeric	2 unique values 0 missing
Cat_460	numeric	15 unique values 0 missing
Cat_151	numeric	2 unique values 0 missing
Quant_25	numeric	84 unique values 360 missing
Cat_154	numeric	2 unique values 0 missing
Cat_461	numeric	15 unique values 0 missing
Cat_156	numeric	2 unique values 0 missing
Cat_462	numeric	2 unique values 0 missing
Cat_157	numeric	2 unique values 0 missing
Cat_463	numeric	2 unique values 0 missing
Cat_159	numeric	2 unique values 0 missing
Cat_465	numeric	2 unique values 0 missing
Cat_162	numeric	2 unique values 0 missing
Cat_466	numeric	2 unique values 0 missing
Cat_164	numeric	2 unique values 0 missing
Cat_467	numeric	2 unique values 0 missing
Cat_165	numeric	2 unique values 0 missing
Cat_468	numeric	2 unique values 0 missing
Cat_166	numeric	2 unique values 0 missing
Cat_469	numeric	2 unique values 0 missing
Cat_168	numeric	2 unique values 0 missing
Cat_470	numeric	2 unique values 0 missing
Cat_171	numeric	2 unique values 0 missing
Cat_471	numeric	2 unique values 0 missing
Cat_172	numeric	2 unique values 0 missing
Cat_472	numeric	2 unique values 0 missing
Cat_173	numeric	2 unique values 0 missing
Cat_474	numeric	2 unique values 0 missing
Cat_174	numeric	2 unique values 0 missing
Cat_475	numeric	2 unique values 0 missing
Cat_175	numeric	2 unique values 0 missing
Cat_476	numeric	2 unique values 0 missing
Cat_176	numeric	2 unique values 0 missing
Cat_477	numeric	2 unique values 0 missing
Cat_177	numeric	2 unique values 0 missing
Cat_478	numeric	2 unique values 0 missing
Cat_178	numeric	2 unique values 0 missing
Cat_481	numeric	2 unique values 0 missing
Cat_180	numeric	2 unique values 0 missing
Cat_482	numeric	2 unique values 0 missing
Cat_182	numeric	2 unique values 0 missing
Cat_483	numeric	2 unique values 0 missing
Cat_183	numeric	2 unique values 0 missing
Cat_484	numeric	2 unique values 0 missing
Cat_184	numeric	2 unique values 0 missing
Cat_489	numeric	2 unique values 0 missing
Cat_186	numeric	2 unique values 0 missing
Cat_490	numeric	10 unique values 0 missing
Cat_187	numeric	2 unique values 0 missing
Cat_491	numeric	2 unique values 0 missing
Cat_188	numeric	2 unique values 0 missing
Cat_492	numeric	2 unique values 0 missing
Cat_191	numeric	2 unique values 0 missing
Cat_493	numeric	2 unique values 0 missing
Cat_192	numeric	2 unique values 0 missing
Cat_494	numeric	2 unique values 0 missing
Cat_193	numeric	2 unique values 0 missing
Cat_495	numeric	2 unique values 0 missing
Cat_195	numeric	2 unique values 0 missing
Cat_497	numeric	2 unique values 0 missing
Cat_197	numeric	2 unique values 0 missing
Cat_498	numeric	2 unique values 0 missing
Cat_198	numeric	2 unique values 0 missing
Cat_499	numeric	2 unique values 0 missing
Cat_200	numeric	2 unique values 0 missing
Cat_501	numeric	2 unique values 0 missing
Cat_203	numeric	2 unique values 0 missing
Cat_502	numeric	2 unique values 0 missing
Cat_204	numeric	2 unique values 0 missing
Quan_27	numeric	8 unique values 0 missing
Cat_205	numeric	2 unique values 0 missing
Quan_28	numeric	3 unique values 0 missing
Cat_206	numeric	2 unique values 0 missing
Cat_510	numeric	2 unique values 0 missing
Cat_207	numeric	2 unique values 0 missing
Cat_511	numeric	2 unique values 0 missing
Cat_209	numeric	2 unique values 0 missing
Cat_512	numeric	2 unique values 0 missing
Cat_210	numeric	2 unique values 0 missing
Cat_513	numeric	2 unique values 0 missing
Cat_213	numeric	2 unique values 0 missing
Cat_214	numeric	2 unique values 0 missing
Cat_215	numeric	2 unique values 0 missing
Cat_216	numeric	2 unique values 0 missing
Cat_217	numeric	2 unique values 0 missing
Cat_218	numeric	2 unique values 0 missing
Cat_219	numeric	2 unique values 0 missing
Cat_220	numeric	2 unique values 0 missing
Cat_221	numeric	2 unique values 0 missing
Cat_222	numeric	2 unique values 0 missing
Cat_223	numeric	2 unique values 0 missing
Cat_224	numeric	2 unique values 0 missing
Cat_225	numeric	2 unique values 0 missing
Cat_226	numeric	2 unique values 0 missing
Cat_227	numeric	2 unique values 0 missing
Cat_228	numeric	2 unique values 0 missing
Cat_229	numeric	2 unique values 0 missing
Cat_230	numeric	2 unique values 0 missing
Cat_231	numeric	2 unique values 0 missing
Cat_232	numeric	2 unique values 0 missing
Cat_233	numeric	2 unique values 0 missing
Cat_234	numeric	2 unique values 0 missing
Cat_235	numeric	2 unique values 0 missing
Cat_236	numeric	2 unique values 0 missing
Cat_237	numeric	2 unique values 0 missing
Cat_238	numeric	2 unique values 0 missing
Cat_239	numeric	2 unique values 0 missing
Cat_240	numeric	2 unique values 0 missing
Cat_241	numeric	2 unique values 0 missing
Cat_242	numeric	2 unique values 0 missing
Cat_243	numeric	2 unique values 0 missing
Cat_244	numeric	2 unique values 0 missing
Cat_245	numeric	2 unique values 0 missing
Cat_246	numeric	2 unique values 0 missing
Cat_247	numeric	2 unique values 0 missing
Cat_248	numeric	2 unique values 0 missing
Cat_249	numeric	2 unique values 0 missing
Cat_250	numeric	2 unique values 0 missing
Cat_251	numeric	2 unique values 0 missing
Cat_253	numeric	2 unique values 0 missing
Cat_254	numeric	2 unique values 0 missing
Cat_255	numeric	2 unique values 0 missing
Cat_256	numeric	2 unique values 0 missing
Cat_258	numeric	2 unique values 0 missing
Cat_259	numeric	2 unique values 0 missing
Cat_260	numeric	2 unique values 0 missing
Cat_261	numeric	2 unique values 0 missing
Cat_262	numeric	2 unique values 0 missing
Cat_263	numeric	2 unique values 0 missing
Cat_265	numeric	2 unique values 0 missing
Cat_267	numeric	2 unique values 0 missing
Cat_273	numeric	2 unique values 0 missing
Cat_275	numeric	2 unique values 0 missing
Cat_276	numeric	2 unique values 0 missing
Cat_277	numeric	2 unique values 0 missing
Cat_278	numeric	2 unique values 0 missing
Cat_280	numeric	2 unique values 0 missing
Cat_281	numeric	2 unique values 0 missing
Cat_282	numeric	2 unique values 0 missing
Cat_283	numeric	2 unique values 0 missing
Cat_284	numeric	2 unique values 0 missing
Cat_287	numeric	2 unique values 0 missing
Cat_288	numeric	2 unique values 0 missing
Cat_289	numeric	2 unique values 0 missing
Cat_290	numeric	2 unique values 0 missing
Cat_291	numeric	2 unique values 0 missing
Cat_292	numeric	2 unique values 0 missing
Cat_293	numeric	2 unique values 0 missing
Cat_294	numeric	2 unique values 0 missing
Cat_295	numeric	2 unique values 0 missing
Cat_296	numeric	2 unique values 0 missing
Cat_297	numeric	2 unique values 0 missing
Cat_298	numeric	2 unique values 0 missing
Cat_299	numeric	2 unique values 0 missing
Cat_300	numeric	2 unique values 0 missing
Cat_301	numeric	2 unique values 0 missing
Cat_302	numeric	2 unique values 0 missing
Cat_303	numeric	2 unique values 0 missing
Cat_304	numeric	2 unique values 0 missing
Cat_305	numeric	2 unique values 0 missing
Cat_306	numeric	2 unique values 0 missing
Cat_307	numeric	2 unique values 0 missing
Cat_308	numeric	2 unique values 0 missing
Cat_309	numeric	2 unique values 0 missing
Cat_311	numeric	2 unique values 0 missing
Cat_312	numeric	2 unique values 0 missing
Cat_313	numeric	2 unique values 0 missing
Cat_314	numeric	2 unique values 0 missing
Cat_315	numeric	2 unique values 0 missing
Cat_316	numeric	2 unique values 0 missing
Cat_317	numeric	2 unique values 0 missing
Cat_318	numeric	2 unique values 0 missing
Cat_319	numeric	2 unique values 0 missing
Cat_320	numeric	2 unique values 0 missing
Cat_321	numeric	2 unique values 0 missing
Cat_323	numeric	2 unique values 0 missing
Cat_326	numeric	2 unique values 0 missing
Cat_328	numeric	2 unique values 0 missing
Cat_331	numeric	2 unique values 0 missing
Cat_332	numeric	2 unique values 0 missing
Cat_333	numeric	2 unique values 0 missing
Cat_334	numeric	2 unique values 0 missing
Cat_335	numeric	2 unique values 0 missing
Cat_336	numeric	2 unique values 0 missing
Cat_337	numeric	2 unique values 0 missing
Cat_338	numeric	2 unique values 0 missing
Cat_339	numeric	2 unique values 0 missing
Cat_340	numeric	2 unique values 0 missing
Cat_341	numeric	2 unique values 0 missing
Cat_342	numeric	2 unique values 0 missing
Cat_343	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

639

Number of instances (rows) of the dataset.

NumberOfFeatures

413

Number of attributes (columns) of the dataset.

NumberOfClasses

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

NumberOfMissingValues

10012

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

639

Number of instances with at least one value missing.

NumberOfNumericFeatures

413

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal 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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

0.65

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

28.86

Second quartile (Median) of kurtosis 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

7.29

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

0.08

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

7635.91

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

5.25

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.01

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.35

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

MaxKurtosisOfNumericAtts

639

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

100

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

1710304.23

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

3.79

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

102.32

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

100

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

0.38

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-25.28

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

25.28

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.04

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

10.2

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

1396817.21

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

5.9

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.63

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

0.02

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

107.26

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

6548.69

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

2.43

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.19

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

Show all 62 properties