examples to group

days

325
100
3250
1250
2200
4500
10
75
100
478
4250
3400
1000

I've an attribute similar to the above. I want to generate new attribute with new values ( as smll, medium, mediumbig, big )
after classify the examples of above attribute into 4 groups : days <100 -> small , <1550 - medium , < 3500 - mediumbig, >3500 - big. I tried to use "if then" description , but it doesnt give the results. can some one help?

thanks
thiru

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Accepted answers

MartinLiebig

Hi,

I think the operator you search for is Discretize by User Specification.

Best,

Martin

kayman

the if then approach should work also, but ensure your logic states it needs to be smaller as figure a AND bigger as figure b.
If you just state smaller then and forget not bigger then you just overrule all your previous definitions

example

assume date is 50

date smaller than 100 ? TRUE
date smaller than 500 ? Also TRUE

Discretize does the same, and is far less error prone than a multi if then else function so better use that one indeed. Also here ensure you set a complete boundary rather than just a single one.

All comments

MartinLiebig

Hi,

I think the operator you search for is Discretize by User Specification.

Best,

Martin

kayman