feat: read data from arff files #1
52
data/contact-lenses.arff
Normal file
52
data/contact-lenses.arff
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% Title: Database for fitting contact lenses
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%
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% Number of Instances: 24
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%
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% Number of Attributes: 4 (all nominal)
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%
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% Attribute Information -- 3 Classes:
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% 1 : the patient should be fitted with hard contact lenses,
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% 2 : the patient should be fitted with soft contact lenses,
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% 3 : the patient should not be fitted with contact lenses.
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%
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% Class Distribution:
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% 1. hard contact lenses: 4
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% 2. soft contact lenses: 5
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% 3. no contact lenses: 15
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@relation contact-lenses
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@attribute age {young, pre-presbyopic, presbyopic}
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@attribute spectacle-prescrip {myope, hypermetrope}
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@attribute astigmatism {no, yes}
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@attribute tear-prod-rate {reduced, normal}
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@attribute contact-lenses {soft, hard, none}
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@data
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%
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% 24 instances
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%
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young,myope,no,reduced,none
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young,myope,no,normal,soft
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young,myope,yes,reduced,none
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young,myope,yes,normal,hard
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young,hypermetrope,no,reduced,none
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young,hypermetrope,no,normal,soft
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young,hypermetrope,yes,reduced,none
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young,hypermetrope,yes,normal,hard
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pre-presbyopic,myope,no,reduced,none
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pre-presbyopic,myope,no,normal,soft
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pre-presbyopic,myope,yes,reduced,none
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pre-presbyopic,myope,yes,normal,hard
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pre-presbyopic,hypermetrope,no,reduced,none
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pre-presbyopic,hypermetrope,no,normal,soft
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pre-presbyopic,hypermetrope,yes,reduced,none
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pre-presbyopic,hypermetrope,yes,normal,none
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presbyopic,myope,no,reduced,none
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presbyopic,myope,no,normal,none
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presbyopic,myope,yes,reduced,none
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presbyopic,myope,yes,normal,hard
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presbyopic,hypermetrope,no,reduced,none
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presbyopic,hypermetrope,no,normal,soft
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presbyopic,hypermetrope,yes,reduced,none
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presbyopic,hypermetrope,yes,normal,none
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28
data/restaurant.arff
Normal file
28
data/restaurant.arff
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@ -0,0 +1,28 @@
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@relation restaurant
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% determine whether a customer will wait for a table or not
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@attribute Alt {Yes, No}
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@attribute Bar {Yes, No}
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@attribute Fri {Yes, No}
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@attribute Hun {Yes, No}
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@attribute Pat {Some, Full, None}
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@attribute Price {$, $$, $$$}
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@attribute Rain {Yes, No}
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@attribute Res {Yes, No}
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@attribute Type {French, Thai, Burger, Italian}
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@attribute Est {0-10, 10-30, 30-60, >60}
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@attribute Wait {Yes, No}
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@data
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Yes,No,No,Yes,Some,$$$,No,Yes,French,0-10,Yes
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Yes,No,No,Yes,Full,$,No,No,Thai,30-60,No
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No,Yes,No,No,Some,$,No,No,Burger,0-10,Yes
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Yes,No,Yes,Yes,Full,$,Yes,No,Thai,10-30,Yes
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Yes,No,Yes,No,Full,$$$,No,Yes,French,>60,No
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No,Yes,No,Yes,Some,$$,Yes,Yes,Italian,0-10,Yes
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No,Yes,No,No,None,$,Yes,No,Burger,0-10,No
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No,No,No,Yes,Some,$$,Yes,Yes,Thai,0-10,Yes
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No,Yes,Yes,No,Full,$,Yes,No,Burger,>60,No
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Yes,Yes,Yes,Yes,Full,$$$,No,Yes,Italian,10-30,No
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No,No,No,No,None,$,No,No,Thai,0-10,No
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Yes,Yes,Yes,Yes,Full,$,No,No,Burger,30-60,Yes
|
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