mdlp | R Documentation |
This function discretizes the continuous attributes of data matrix using entropy criterion with the Minimum Description Length as stopping rule.
mdlp(data)
data |
data matrix to be discretized dataset |
Minimum Discription Length Principle
cutp |
list of cut-points for each variable |
Disc.data |
discretized data matrix |
HyunJi Kim polaris7867@gmail.com
Fayyad, U. M. and Irani, K. B.(1993). Multi-interval discretization of continuous-valued attributes for classification learning, Artificial intelligence, 13, 1022–1027.
cutIndex
,
cutPoints
,
ent
,
mergeCols
,
mdlStop
,
mylog
.
data(iris) mdlp(iris)$Disc.data
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