burn.lua

The file is part of the BURN project (learing multi-objective rules).
Because learning is not the filling a pail, but the lighting of a fire.

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Defaults

usage:

require "burn"

Burn= {
  ignore= "?",
  sep=    ",",
  inf=    10^32,
  ninf=   -10^32,
  zip =   10^(-32),
  data=   { best = 0.5 },
  sample= { max=256,
            cliffsMax=1000, 
            cliffsDelta=0.147 -- small,medium,large=0.147,0.33,0.474
            },
  dom=    {few=20,
           tiny=0.02,
           power=0.5},
  tree=   { ish=1.02,
            min=2, 
            maxDepth=10},
  tbl=    { k=5 },
  nb =    { k=1,m=2},
  chop=   { m=0.5,
            cohen=0.2},
  num=    { conf=0.95,
            small=0.38} -- small,medium = 0.38,1
}

Burn.sys = Burn.sys or {}

return Burn