std.ml.forest

Bagged regression forests built on std.ml.tree.

(import std.ml.forest)
SymbolDescription
(forest:fit x-matrix y-vector . opts)Fit a regression forest. Options: 'n-trees, 'min-leaf, 'max-depth, 'mtry, 'bootstrap?, 'seed.
(forest:predict model x-matrix)Predict for new rows.
(forest:fit-parallel x-matrix y-vector . opts)Same as forest:fit but trains trees in parallel using std.net workers.
(forest:make-rf-regressor . opts)Learner-spec record for use with std.causal.cate.