Shuttle Control

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Attributes:

The shuttle dataset contains 9 attributes all of
which are numerical.

Instances: 43500 items

Classes:

• 1 Rad Flow
• 2 Fpv Close
• 3 Fpv Open
• 4 High
• 5 Bypass
• 6 Bpv Close
• 7 Bpv Open

Approximately 80% of the data belongs to class 1.
Therefore the default accuracy is about 80%.
The aim here is to obtain an accuracy of 99 - 99.9%.
Of its seven clusters, one is very large with
approximately 80% data-items, two are moderately
large with approximately 15% and 4% data-items,
respectively, one is fairly small with aproximately
0.8% , and the remaining three are extremely small
with just 0.09%, 0.01% and 0.03% data-items,
respectively.

Vista visualization: 1745 unseparated items(4%)
* Can't separate some small clusters well.

Download the dataset