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rcv1.binary

rcv1.binary

active Sparse_ARFF Publicly available Visibility: public Uploaded 02-06-2015 by unknown
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47237 features

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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
att_46787numeric1 unique values
0 missing
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0 missing
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0 missing
att_46790numeric9 unique values
0 missing
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0 missing
att_46792numeric328 unique values
0 missing
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0 missing
att_46794numeric672 unique values
0 missing
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0 missing
att_46796numeric20 unique values
0 missing
att_46797numeric190 unique values
0 missing
att_46798numeric5 unique values
0 missing
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0 missing
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0 missing
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0 missing
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0 missing
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0 missing
att_46804numeric22 unique values
0 missing
att_46805numeric87 unique values
0 missing
att_46806numeric2 unique values
0 missing
att_46807numeric146 unique values
0 missing
att_46808numeric48 unique values
0 missing
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0 missing
att_46810numeric5 unique values
0 missing
att_46811numeric75 unique values
0 missing
att_46812numeric205 unique values
0 missing
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0 missing
att_46814numeric89 unique values
0 missing
att_46815numeric2 unique values
0 missing
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0 missing
att_46817numeric168 unique values
0 missing
att_46818numeric30 unique values
0 missing
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0 missing
att_46820numeric66 unique values
0 missing
att_46821numeric65 unique values
0 missing
att_46822numeric73 unique values
0 missing
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0 missing
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0 missing
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0 missing
att_46826numeric53 unique values
0 missing
att_46827numeric16 unique values
0 missing
att_46828numeric6 unique values
0 missing
att_46829numeric115 unique values
0 missing
att_46830numeric2238 unique values
0 missing
att_46831numeric518 unique values
0 missing
att_46832numeric1 unique values
0 missing
att_46833numeric17 unique values
0 missing
att_46834numeric44 unique values
0 missing
att_46835numeric12 unique values
0 missing
att_46836numeric3 unique values
0 missing
att_46837numeric4 unique values
0 missing
att_46838numeric3 unique values
0 missing
att_46839numeric8 unique values
0 missing
att_46840numeric218 unique values
0 missing
att_46841numeric75 unique values
0 missing
att_46842numeric4955 unique values
0 missing
att_46843numeric2674 unique values
0 missing
att_46844numeric3 unique values
0 missing
att_46845numeric32 unique values
0 missing
att_46846numeric200 unique values
0 missing
att_46847numeric3 unique values
0 missing
att_46848numeric23 unique values
0 missing
att_46849numeric32 unique values
0 missing
att_46850numeric51 unique values
0 missing
att_46851numeric390 unique values
0 missing
att_46852numeric86 unique values
0 missing
att_46853numeric34 unique values
0 missing
att_46854numeric103 unique values
0 missing
att_46855numeric2 unique values
0 missing
att_46856numeric10 unique values
0 missing
att_46857numeric20 unique values
0 missing
att_46858numeric69 unique values
0 missing
att_46859numeric2 unique values
0 missing
att_46860numeric289 unique values
0 missing
att_46861numeric2 unique values
0 missing
att_46862numeric2 unique values
0 missing
att_46863numeric64 unique values
0 missing
att_46864numeric1167 unique values
0 missing
att_46865numeric586 unique values
0 missing
att_46866numeric60 unique values
0 missing
att_46867numeric17 unique values
0 missing
att_46868numeric8 unique values
0 missing
att_46869numeric3 unique values
0 missing
att_46870numeric82 unique values
0 missing
att_46871numeric136 unique values
0 missing
att_46872numeric14 unique values
0 missing
att_46873numeric39 unique values
0 missing
att_46874numeric13 unique values
0 missing
att_46875numeric21 unique values
0 missing
att_46876numeric19 unique values
0 missing
att_46877numeric7 unique values
0 missing
att_46878numeric85 unique values
0 missing
att_46879numeric25 unique values
0 missing
att_46880numeric27 unique values
0 missing
att_46881numeric55 unique values
0 missing
att_46882numeric3 unique values
0 missing
att_46883numeric11 unique values
0 missing
att_46884numeric2 unique values
0 missing
att_46885numeric53 unique values
0 missing
att_46886numeric4 unique values
0 missing
att_46887numeric75 unique values
0 missing
att_46888numeric83 unique values
0 missing
att_46889numeric165 unique values
0 missing
att_46890numeric103 unique values
0 missing
att_46891numeric47 unique values
0 missing
att_46892numeric2 unique values
0 missing
att_46893numeric6 unique values
0 missing
att_46894numeric73 unique values
0 missing
att_46895numeric12 unique values
0 missing
att_46896numeric5 unique values
0 missing
att_46897numeric435 unique values
0 missing
att_46898numeric14 unique values
0 missing
att_46899numeric3 unique values
0 missing
att_46900numeric176 unique values
0 missing
att_46901numeric10 unique values
0 missing
att_46902numeric9 unique values
0 missing
att_46903numeric52 unique values
0 missing
att_46904numeric1 unique values
0 missing
att_46905numeric15 unique values
0 missing
att_46906numeric2 unique values
0 missing
att_46907numeric56 unique values
0 missing
att_46908numeric6 unique values
0 missing
att_46909numeric59 unique values
0 missing
att_46910numeric93 unique values
0 missing
att_46911numeric70 unique values
0 missing
att_46912numeric33 unique values
0 missing
att_46913numeric68 unique values
0 missing
att_46914numeric179 unique values
0 missing
att_46915numeric3 unique values
0 missing
att_46916numeric23 unique values
0 missing
att_46917numeric7 unique values
0 missing
att_46918numeric23 unique values
0 missing
att_46919numeric23 unique values
0 missing
att_46920numeric6 unique values
0 missing
att_46921numeric13 unique values
0 missing
att_46922numeric2 unique values
0 missing
att_46923numeric159 unique values
0 missing
att_46924numeric74 unique values
0 missing
att_46925numeric168 unique values
0 missing
att_46926numeric2 unique values
0 missing
att_46927numeric9 unique values
0 missing
att_46928numeric92 unique values
0 missing
att_46929numeric108 unique values
0 missing
att_46930numeric2 unique values
0 missing
att_46931numeric38 unique values
0 missing
att_46932numeric61 unique values
0 missing
att_46933numeric240 unique values
0 missing
att_46934numeric9530 unique values
0 missing
att_46935numeric4 unique values
0 missing
att_46936numeric697 unique values
0 missing
att_46937numeric249 unique values
0 missing
att_46938numeric59 unique values
0 missing
att_46939numeric3 unique values
0 missing
att_46940numeric82 unique values
0 missing
att_46941numeric11 unique values
0 missing
att_46942numeric35 unique values
0 missing
att_46943numeric2 unique values
0 missing
att_46944numeric23 unique values
0 missing
att_46945numeric29 unique values
0 missing
att_46946numeric51 unique values
0 missing
att_46947numeric2 unique values
0 missing
att_46948numeric44 unique values
0 missing
att_46949numeric69 unique values
0 missing
att_46950numeric1107 unique values
0 missing
att_46951numeric2 unique values
0 missing
att_46952numeric16 unique values
0 missing
att_46953numeric28 unique values
0 missing
att_46954numeric3 unique values
0 missing
att_46955numeric2 unique values
0 missing
att_46956numeric86 unique values
0 missing
att_46957numeric39 unique values
0 missing
att_46958numeric43 unique values
0 missing
att_46959numeric38 unique values
0 missing
att_46960numeric199 unique values
0 missing
att_46961numeric27 unique values
0 missing
att_46962numeric2 unique values
0 missing
att_46963numeric124 unique values
0 missing
att_46964numeric143 unique values
0 missing
att_46965numeric10 unique values
0 missing
att_46966numeric39 unique values
0 missing
att_46967numeric51 unique values
0 missing
att_46968numeric1342 unique values
0 missing
att_46969numeric56 unique values
0 missing
att_46970numeric60 unique values
0 missing
att_46971numeric13 unique values
0 missing
att_46972numeric15 unique values
0 missing
att_46973numeric333 unique values
0 missing
att_46974numeric58 unique values
0 missing
att_46975numeric3 unique values
0 missing
att_46976numeric26 unique values
0 missing
att_46977numeric112 unique values
0 missing
att_46978numeric227 unique values
0 missing
att_46979numeric4 unique values
0 missing
att_46980numeric8 unique values
0 missing
att_46981numeric25 unique values
0 missing
att_46982numeric26 unique values
0 missing
att_46983numeric11 unique values
0 missing
att_46984numeric25 unique values
0 missing
att_46985numeric72 unique values
0 missing
att_46986numeric2 unique values
0 missing
att_46987numeric1 unique values
0 missing
att_46988numeric2 unique values
0 missing
att_46989numeric101 unique values
0 missing
att_46990numeric2 unique values
0 missing
att_46991numeric286 unique values
0 missing
att_46992numeric26 unique values
0 missing
att_46993numeric540 unique values
0 missing
att_46994numeric2 unique values
0 missing
att_46995numeric28 unique values
0 missing
att_46996numeric3 unique values
0 missing
att_46997numeric73 unique values
0 missing
att_46998numeric6 unique values
0 missing
att_46999numeric94 unique values
0 missing
att_47000numeric2 unique values
0 missing
att_47001numeric2 unique values
0 missing
att_47002numeric15 unique values
0 missing
att_47003numeric3 unique values
0 missing
att_47004numeric2 unique values
0 missing
att_47005numeric78 unique values
0 missing
att_47006numeric2 unique values
0 missing
att_47007numeric16 unique values
0 missing
att_47008numeric7 unique values
0 missing
att_47009numeric18 unique values
0 missing
att_47010numeric393 unique values
0 missing
att_47011numeric315 unique values
0 missing

62 properties

697641
Number of instances (rows) of the dataset.
47237
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
47237
Number of numeric attributes.
0
Number of nominal attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
100
Percentage of numeric attributes.
0
Percentage of nominal attributes.
First quartile of entropy among attributes.
6764.95
First quartile of kurtosis among attributes of the numeric type.
0
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
76.36
First quartile of skewness among attributes of the numeric type.
0
First quartile of standard deviation of attributes of the numeric type.
Second quartile (Median) of entropy among attributes.
29239.23
Second quartile (Median) of kurtosis among attributes of the numeric type.
0
Second quartile (Median) of means among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
161.15
Second quartile (Median) of skewness among attributes of the numeric type.
0
Second quartile (Median) of standard deviation of attributes of the numeric type.
Third quartile of entropy among attributes.
120786.18
Third quartile of kurtosis among attributes of the numeric type.
0
Third quartile of means among attributes of the numeric type.
Third quartile of mutual information between the nominal attributes and the target attribute.
333.22
Third quartile of skewness among attributes of the numeric type.
0
Third quartile of standard deviation of attributes of the numeric type.
0.31
Average class difference between consecutive instances.
0
Mean of means among attributes of the numeric type.
Entropy of the target attribute values.
0.07
Number of attributes divided by the number of instances.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
Percentage of instances belonging to the most frequent class.
Number of instances belonging to the most frequent class.
Maximum entropy among attributes.
697641
Maximum kurtosis among attributes of the numeric type.
0.05
Maximum of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
835.25
Maximum skewness among attributes of the numeric type.
1
Maximum standard deviation of attributes of the numeric type.
Average entropy of the attributes.
118634.5
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
Average mutual information between the nominal attributes and the target attribute.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Average number of distinct values among the attributes of the nominal type.
245.79
Mean skewness among attributes of the numeric type.
0
Mean standard deviation of attributes of the numeric type.
Minimal entropy among attributes.
-1.99
Minimum kurtosis among attributes of the numeric type.
0
Minimum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
-0.1
Minimum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.

18 tasks

0 runs - estimation_procedure: 33% Holdout set - target_feature: class
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: Custom 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: Test on Training Data - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: area_under_roc_curve - target_feature: class
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task