> I am using OneR on a version of the weather dataset (outlook/temp/humid/ windy/play) which has numerical attributes for temperature and humidity. Is there a way to see the bin ranges that OneR uses to discretize these numerical attributes?
If OneR chooses a numeric attribute to base its model on (the
classifiers uses only a single attribute!), then the output is as
follows (UCI dataset "balance-scale"):
left-weight:
< 2.5 -> R
>= 2.5 -> L
For numeric attributes, the generated rule holds the breakpoints (=
borders between bins). The above example has one breakpoint and
therefore two bins.
Cheers, Peter
--
Peter Reutemann, Dept. of Computer Science, University of Waikato, NZ
http://www.cs.waikato.ac.nz/~fracpete/ Ph. +64 (7) 858-5174
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