dyslexic_12_4 dataset

1: Description.

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.).

2: Type.			Low quality
3: Origin.			Real world
4: Instances.		54
5: Features.		52
6: Missing values.	Yes
7: Header.
@relation Dyslexic_52
@attribute Indicator1 imprecise
@attribute Indicator2 imprecise
@attribute Indicator3 imprecise
@attribute Indicator4 imprecise
@attribute Indicator5 imprecise
@attribute Indicator6 imprecise
@attribute Indicator7 imprecise
@attribute Indicator8 imprecise
@attribute Indicator9 imprecise
@attribute Indicator10 imprecise
@attribute Indicator11 imprecise
@attribute Indicator12 imprecise
@attribute Indicator13 imprecise
@attribute Indicator14 imprecise
@attribute Indicator15 imprecise
@attribute Indicator16 imprecise
@attribute Indicator17 imprecise
@attribute Indicator18 imprecise
@attribute Indicator19 imprecise
@attribute Indicator20 imprecise
@attribute Indicator21 imprecise
@attribute Indicator22 imprecise
@attribute Indicator23 imprecise
@attribute Indicator24 imprecise
@attribute Indicator25 imprecise
@attribute Indicator26 imprecise
@attribute Indicator27 imprecise
@attribute Indicator28 imprecise
@attribute Indicator29 imprecise
@attribute Indicator30 imprecise
@attribute Indicator31 imprecise
@attribute Indicator32 imprecise
@attribute Indicator33 imprecise
@attribute Indicator34 imprecise
@attribute Indicator35 imprecise
@attribute Indicator36 imprecise
@attribute Indicator37 imprecise
@attribute Indicator38 imprecise
@attribute Indicator39 imprecise
@attribute Indicator40 imprecise
@attribute Indicator41 imprecise
@attribute Indicator42 imprecise
@attribute Indicator43 imprecise
@attribute Indicator44 imprecise
@attribute Indicator45 imprecise
@attribute Indicator46 imprecise
@attribute Indicator47 imprecise
@attribute Indicator48 imprecise
@attribute Indicator49 imprecise
@attribute Indicator50 imprecise
@attribute Indicator51 imprecise
@attribute Indicator52 imprecise
@inputs Indicator1 Indicator2 Indicator3 Indicator4 Indicator5  Indicator6 Indicator7 Indicator8 Indicator9 Indicator10 Indicator11 Indicator12 Indicator13 Indicator14 Indicator14 Indicator16 Indicator17 Indicator18 Indicator19 Indicator20 Indicator21 Indicator22 Indicator23 Indicator24 Indicator25 Indicator26 Indicator27 Indicator28 Indicator29 Indicator30 Indicator31 Indicator32 Indicator33 Indicator34 Indicator35 Indicator36 Indicator37 Indicator38 Indicator39 Indicator40 Indicator41 Indicator42 Indicator43 Indicator44 Indicator45 Indicator46 Indicator47 Indicator48 Indicator49 Indicator50 Indicator51 Indicator52