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KEEL-dataset - data set description
dataset/images/Inexpert-57.gif



This section describes main characteristics of the Inexpert-57 data set and its attributes:

General information

Inexpert-57 data set
TypeLow qualityOriginReal world
Features 52(Real / Integer / Nominal)(0 / 0 / 0)
Instances54Missing values?Yes

Attribute description

AttributeDomainAttributeDomainAttributeDomain
Indicator1impreciseIndicator19impreciseIndicator36imprecise
Indicator2impreciseIndicator20impreciseIndicator37imprecise
Indicator3impreciseIndicator21impreciseIndicator38imprecise
Indicator4impreciseIndicator22impreciseIndicator39imprecise
Indicator5impreciseIndicator23impreciseIndicator40imprecise
Indicator6impreciseIndicator24impreciseIndicator41imprecise
Indicator7impreciseIndicator25impreciseIndicator42imprecise
Indicator8impreciseIndicator26impreciseIndicator43imprecise
Indicator9impreciseIndicator27impreciseIndicator44imprecise
Indicator10impreciseIndicator28impreciseIndicator45imprecise
Indicator11impreciseIndicator29impreciseIndicator46imprecise
Indicator12impreciseIndicator30impreciseIndicator47imprecise
Indicator13impreciseIndicator31impreciseIndicator48imprecise
Indicator14impreciseIndicator32impreciseIndicator49imprecise
Indicator15impreciseIndicator33impreciseIndicator50imprecise
Indicator16impreciseIndicator34impreciseIndicator51imprecise
Indicator17impreciseIndicator35impreciseIndicator52imprecise
Indicator18imprecise

Additional information

Dyslexia can be defined as a learning disability in people with normal intellectual coefficient, and without further physical or psychological problems that can explain such a disability.

Inexpert-57 is a dataset for unsupervised learning with LQD. It contains data of schoolchildren in Asturias (Spain), where this disorder is not rare. It has been estimated that between 4 and 5% of these schoolchildren have dyslexia.

The presence of dyslexic children depends on many different indicators, mainly intended to detect whether reading, writing and calculus skills are acquired at the proper rate. Moreover, there are disorders different from dyslexia that share some of their symptoms and therefore the tests not only have to detect abnormal values of the mentioned indicators but in addition, must also separate those children that actually suffer from dyslexia from those where the problem can be related to other causes (inattention, hyperactivity, etc.).




In this section you can download some files related to the Inexpert-57 data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.


 
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