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ex3-features-holiday-all-es-201610

ex3-features-holiday-all-es-201610

in_preparation ARFF Public Domain (CC0) Visibility: public Uploaded 12-03-2018 by Mariano Rico
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Holiday versus many other classes (all of them DBpedia first level classes). Data from the Spanish DBpedia (version 2016-10).

300 features

label (target)nominal2 unique values
0 missing
p256nominal2 unique values
0 missing
p1nominal2 unique values
0 missing
p257nominal2 unique values
0 missing
p2nominal2 unique values
0 missing
p258nominal1 unique values
0 missing
p3nominal2 unique values
0 missing
p259nominal2 unique values
0 missing
p4nominal2 unique values
0 missing
p260nominal2 unique values
0 missing
p5nominal2 unique values
0 missing
p261nominal2 unique values
0 missing
p6nominal2 unique values
0 missing
p262nominal2 unique values
0 missing
p7nominal2 unique values
0 missing
p263nominal2 unique values
0 missing
p8nominal2 unique values
0 missing
p264nominal2 unique values
0 missing
p9nominal2 unique values
0 missing
p265nominal2 unique values
0 missing
p10nominal2 unique values
0 missing
p266nominal2 unique values
0 missing
p11nominal2 unique values
0 missing
p267nominal2 unique values
0 missing
p12nominal2 unique values
0 missing
p268nominal2 unique values
0 missing
p13nominal2 unique values
0 missing
p269nominal2 unique values
0 missing
p14nominal2 unique values
0 missing
p270nominal2 unique values
0 missing
p15nominal2 unique values
0 missing
p271nominal1 unique values
0 missing
p16nominal2 unique values
0 missing
p272nominal2 unique values
0 missing
p17nominal2 unique values
0 missing
p273nominal2 unique values
0 missing
p18nominal2 unique values
0 missing
p274nominal2 unique values
0 missing
p19nominal2 unique values
0 missing
p275nominal2 unique values
0 missing
p20nominal2 unique values
0 missing
p276nominal2 unique values
0 missing
p21nominal2 unique values
0 missing
p277nominal2 unique values
0 missing
p22nominal2 unique values
0 missing
p278nominal2 unique values
0 missing
p23nominal2 unique values
0 missing
p279nominal2 unique values
0 missing
p24nominal2 unique values
0 missing
p280nominal2 unique values
0 missing
p25nominal2 unique values
0 missing
p281nominal2 unique values
0 missing
p26nominal2 unique values
0 missing
p282nominal2 unique values
0 missing
p27nominal2 unique values
0 missing
p283nominal1 unique values
0 missing
p28nominal2 unique values
0 missing
p284nominal2 unique values
0 missing
p29nominal2 unique values
0 missing
p285nominal2 unique values
0 missing
p30nominal2 unique values
0 missing
p286nominal2 unique values
0 missing
p31nominal2 unique values
0 missing
p287nominal2 unique values
0 missing
p32nominal2 unique values
0 missing
p288nominal2 unique values
0 missing
p33nominal2 unique values
0 missing
p289nominal2 unique values
0 missing
p34nominal2 unique values
0 missing
p290nominal2 unique values
0 missing
p35nominal2 unique values
0 missing
p291nominal2 unique values
0 missing
p36nominal2 unique values
0 missing
p292nominal2 unique values
0 missing
p37nominal2 unique values
0 missing
p293nominal2 unique values
0 missing
p38nominal2 unique values
0 missing
p294nominal2 unique values
0 missing
p39nominal2 unique values
0 missing
p295nominal2 unique values
0 missing
p40nominal2 unique values
0 missing
p296nominal2 unique values
0 missing
p41nominal2 unique values
0 missing
p297nominal2 unique values
0 missing
p42nominal2 unique values
0 missing
p298nominal2 unique values
0 missing
p43nominal2 unique values
0 missing
p299nominal2 unique values
0 missing
p44nominal2 unique values
0 missing
p45nominal2 unique values
0 missing
p46nominal2 unique values
0 missing
p47nominal2 unique values
0 missing
p48nominal2 unique values
0 missing
p49nominal2 unique values
0 missing
p50nominal2 unique values
0 missing
p51nominal2 unique values
0 missing
p52nominal2 unique values
0 missing
p53nominal2 unique values
0 missing
p54nominal2 unique values
0 missing
p55nominal2 unique values
0 missing
p56nominal2 unique values
0 missing
p57nominal2 unique values
0 missing
p58nominal2 unique values
0 missing
p59nominal2 unique values
0 missing
p60nominal2 unique values
0 missing
p61nominal2 unique values
0 missing
p62nominal2 unique values
0 missing
p63nominal2 unique values
0 missing
p64nominal2 unique values
0 missing
p65nominal2 unique values
0 missing
p66nominal2 unique values
0 missing
p67nominal2 unique values
0 missing
p68nominal1 unique values
0 missing
p69nominal2 unique values
0 missing
p70nominal1 unique values
0 missing
p71nominal2 unique values
0 missing
p72nominal2 unique values
0 missing
p73nominal2 unique values
0 missing
p74nominal2 unique values
0 missing
p75nominal2 unique values
0 missing
p76nominal2 unique values
0 missing
p77nominal2 unique values
0 missing
p78nominal2 unique values
0 missing
p79nominal2 unique values
0 missing
p80nominal2 unique values
0 missing
p81nominal2 unique values
0 missing
p82nominal2 unique values
0 missing
p83nominal2 unique values
0 missing
p84nominal2 unique values
0 missing
p85nominal2 unique values
0 missing
p86nominal2 unique values
0 missing
p87nominal2 unique values
0 missing
p88nominal2 unique values
0 missing
p89nominal2 unique values
0 missing
p90nominal2 unique values
0 missing
p91nominal2 unique values
0 missing
p92nominal2 unique values
0 missing
p93nominal2 unique values
0 missing
p94nominal2 unique values
0 missing
p95nominal1 unique values
0 missing
p96nominal2 unique values
0 missing
p97nominal2 unique values
0 missing
p98nominal2 unique values
0 missing
p99nominal2 unique values
0 missing
p100nominal2 unique values
0 missing
p101nominal2 unique values
0 missing
p102nominal2 unique values
0 missing
p103nominal2 unique values
0 missing
p104nominal2 unique values
0 missing
p105nominal1 unique values
0 missing
p106nominal2 unique values
0 missing
p107nominal2 unique values
0 missing
p108nominal2 unique values
0 missing
p109nominal2 unique values
0 missing
p110nominal2 unique values
0 missing
p111nominal2 unique values
0 missing
p112nominal2 unique values
0 missing
p113nominal2 unique values
0 missing
p114nominal2 unique values
0 missing
p115nominal2 unique values
0 missing
p116nominal2 unique values
0 missing
p117nominal2 unique values
0 missing
p118nominal2 unique values
0 missing
p119nominal2 unique values
0 missing
p120nominal2 unique values
0 missing
p121nominal2 unique values
0 missing
p122nominal2 unique values
0 missing
p123nominal2 unique values
0 missing
p124nominal2 unique values
0 missing
p125nominal2 unique values
0 missing
p126nominal2 unique values
0 missing
p127nominal2 unique values
0 missing
p128nominal2 unique values
0 missing
p129nominal2 unique values
0 missing
p130nominal2 unique values
0 missing
p131nominal2 unique values
0 missing
p132nominal2 unique values
0 missing
p133nominal2 unique values
0 missing
p134nominal2 unique values
0 missing
p135nominal2 unique values
0 missing
p136nominal2 unique values
0 missing
p137nominal2 unique values
0 missing
p138nominal2 unique values
0 missing
p139nominal2 unique values
0 missing
p140nominal2 unique values
0 missing
p141nominal2 unique values
0 missing
p142nominal2 unique values
0 missing
p143nominal2 unique values
0 missing
p144nominal2 unique values
0 missing
p145nominal2 unique values
0 missing
p146nominal2 unique values
0 missing
p147nominal2 unique values
0 missing
p148nominal2 unique values
0 missing
p149nominal2 unique values
0 missing
p150nominal2 unique values
0 missing
p151nominal2 unique values
0 missing
p152nominal2 unique values
0 missing
p153nominal2 unique values
0 missing
p154nominal2 unique values
0 missing
p155nominal2 unique values
0 missing
p156nominal2 unique values
0 missing
p157nominal1 unique values
0 missing
p158nominal2 unique values
0 missing
p159nominal2 unique values
0 missing
p160nominal2 unique values
0 missing
p161nominal2 unique values
0 missing
p162nominal2 unique values
0 missing
p163nominal2 unique values
0 missing
p164nominal2 unique values
0 missing
p165nominal2 unique values
0 missing
p166nominal2 unique values
0 missing
p167nominal2 unique values
0 missing
p168nominal2 unique values
0 missing
p169nominal2 unique values
0 missing
p170nominal2 unique values
0 missing
p171nominal2 unique values
0 missing
p172nominal2 unique values
0 missing
p173nominal2 unique values
0 missing
p174nominal2 unique values
0 missing
p175nominal2 unique values
0 missing
p176nominal2 unique values
0 missing
p177nominal2 unique values
0 missing
p178nominal2 unique values
0 missing
p179nominal2 unique values
0 missing
p180nominal2 unique values
0 missing
p181nominal2 unique values
0 missing
p182nominal2 unique values
0 missing
p183nominal2 unique values
0 missing
p184nominal2 unique values
0 missing
p185nominal2 unique values
0 missing
p186nominal2 unique values
0 missing
p187nominal2 unique values
0 missing
p188nominal2 unique values
0 missing
p189nominal2 unique values
0 missing
p190nominal2 unique values
0 missing
p191nominal2 unique values
0 missing
p192nominal2 unique values
0 missing
p193nominal2 unique values
0 missing
p194nominal2 unique values
0 missing
p195nominal2 unique values
0 missing
p196nominal1 unique values
0 missing
p197nominal2 unique values
0 missing
p198nominal2 unique values
0 missing
p199nominal2 unique values
0 missing
p200nominal2 unique values
0 missing
p201nominal2 unique values
0 missing
p202nominal2 unique values
0 missing
p203nominal2 unique values
0 missing
p204nominal2 unique values
0 missing
p205nominal2 unique values
0 missing
p206nominal2 unique values
0 missing
p207nominal2 unique values
0 missing
p208nominal2 unique values
0 missing
p209nominal2 unique values
0 missing
p210nominal2 unique values
0 missing
p211nominal2 unique values
0 missing
p212nominal2 unique values
0 missing
p213nominal2 unique values
0 missing
p214nominal2 unique values
0 missing
p215nominal2 unique values
0 missing
p216nominal2 unique values
0 missing
p217nominal2 unique values
0 missing
p218nominal2 unique values
0 missing
p219nominal2 unique values
0 missing
p220nominal2 unique values
0 missing
p221nominal2 unique values
0 missing
p222nominal2 unique values
0 missing
p223nominal2 unique values
0 missing
p224nominal2 unique values
0 missing
p225nominal2 unique values
0 missing
p226nominal2 unique values
0 missing
p227nominal2 unique values
0 missing
p228nominal2 unique values
0 missing
p229nominal2 unique values
0 missing
p230nominal2 unique values
0 missing
p231nominal2 unique values
0 missing
p232nominal2 unique values
0 missing
p233nominal2 unique values
0 missing
p234nominal2 unique values
0 missing
p235nominal2 unique values
0 missing
p236nominal2 unique values
0 missing
p237nominal2 unique values
0 missing
p238nominal2 unique values
0 missing
p239nominal2 unique values
0 missing
p240nominal2 unique values
0 missing
p241nominal2 unique values
0 missing
p242nominal2 unique values
0 missing
p243nominal2 unique values
0 missing
p244nominal2 unique values
0 missing
p245nominal2 unique values
0 missing
p246nominal2 unique values
0 missing
p247nominal2 unique values
0 missing
p248nominal2 unique values
0 missing
p249nominal2 unique values
0 missing
p250nominal2 unique values
0 missing
p251nominal2 unique values
0 missing
p252nominal2 unique values
0 missing
p253nominal2 unique values
0 missing
p254nominal2 unique values
0 missing
p255nominal2 unique values
0 missing

62 properties

1809
Number of instances (rows) of the dataset.
300
Number of attributes (columns) of the dataset.
2
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.
0
Number of numeric attributes.
300
Number of nominal attributes.
Mean of means among attributes of the numeric type.
First quartile of skewness among attributes of the numeric type.
1
Average class difference between consecutive instances.
0.01
Average mutual information between the nominal attributes and the target attribute.
First quartile of standard deviation of attributes of the numeric type.
0.99
Entropy of the target attribute values.
7.51
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
0.05
Second quartile (Median) of entropy among attributes.
0.17
Number of attributes divided by the number of instances.
1.97
Average number of distinct values among the attributes of the nominal type.
Second quartile (Median) of kurtosis among attributes of the numeric type.
98.33
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
Mean skewness among attributes of the numeric type.
Second quartile (Median) of means among attributes of the numeric type.
55.28
Percentage of instances belonging to the most frequent class.
Mean standard deviation of attributes of the numeric type.
0
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
1000
Number of instances belonging to the most frequent class.
0
Minimal entropy among attributes.
Second quartile (Median) of skewness among attributes of the numeric type.
0.95
Maximum entropy among attributes.
Minimum kurtosis among attributes of the numeric type.
100
Percentage of binary attributes.
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum kurtosis among attributes of the numeric type.
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
0.13
Third quartile of entropy among attributes.
Maximum of means among attributes of the numeric type.
0
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
Third quartile of kurtosis among attributes of the numeric type.
0.21
Maximum mutual information between the nominal attributes and the target attribute.
1
The minimal number of distinct values among attributes of the nominal type.
0
Percentage of numeric attributes.
Third quartile of means among attributes of the numeric type.
2
The maximum number of distinct values among attributes of the nominal type.
Minimum skewness among attributes of the numeric type.
100
Percentage of nominal attributes.
0.01
Third quartile of mutual information between the nominal attributes and the target attribute.
Maximum skewness among attributes of the numeric type.
Minimum standard deviation of attributes of the numeric type.
0.01
First quartile of entropy among attributes.
Third quartile of skewness among attributes of the numeric type.
Maximum standard deviation of attributes of the numeric type.
44.72
Percentage of instances belonging to the least frequent class.
First quartile of kurtosis among attributes of the numeric type.
Third quartile of standard deviation of attributes of the numeric type.
0.09
Average entropy of the attributes.
809
Number of instances belonging to the least frequent class.
First quartile of means among attributes of the numeric type.
0.17
Standard deviation of the number of distinct values among attributes of the nominal type.
Mean kurtosis among attributes of the numeric type.
300
Number of binary attributes.
0
First quartile of mutual information between the nominal attributes and the target attribute.

9 tasks

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
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