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| author | Birte Kristina Friesel <birte.friesel@uos.de> | 2024-02-21 12:35:45 +0100 |
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| committer | Birte Kristina Friesel <birte.friesel@uos.de> | 2024-02-21 12:35:45 +0100 |
| commit | d5950d6f31de5403ed61124d799cd0fafe491b06 (patch) | |
| tree | 8c38e4001013cb13c960922fe68b33b2b389df96 /doc | |
| parent | 5d83f255f05c3b74df0ace1f70b260959b392eca (diff) | |
Replace DFATOOL_FIT_FOL with DFATOOL_MODEL=fol
Diffstat (limited to 'doc')
| -rw-r--r-- | doc/modeling-method.md | 5 |
1 files changed, 4 insertions, 1 deletions
diff --git a/doc/modeling-method.md b/doc/modeling-method.md index 58fe03b..7a4c635 100644 --- a/doc/modeling-method.md +++ b/doc/modeling-method.md @@ -14,6 +14,10 @@ sklearn CART ("Decision Tree Regression") algorithm. Uses binary nodes and suppo sklearn CART ("Decision Tree Regression") algorithm. Ignores scalar parameters, thus emulating the DECART algorithm. +## FOL (First-Order Linear function) + +Build a first-order linear function (i.e., a * param1 + b * param2 + ...). + ## LMT (Linear Model Trees) [Linear Model Tree](https://github.com/cerlymarco/linear-tree) algorithm. Uses binary nodes and linear functions. @@ -41,7 +45,6 @@ All of these are valid regression model trees. * `--force-tree` builds a tree structure even if dfatool's heuristic indicates that no non-integer parameter affects the modeled performance attribute. * `DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0` disables the relevant parameter detection heuristic when building the tree structure. By default, irrelevant parameters cannot end up as decision nodes. * `DFATOOL_FIT_LINEAR_ONLY=1` makes RMT behave more like LMT by only considering linear functions in leaf nodes. -* `DFATOOL_FIT_FOL=1` * `DFATOOL_PARAM_CATEGORICAL_TO_SCALAR=1` * `DFATOOL_ULS_SKIP_CODEPENDENT_CHECK=1` * `DFATOOL_REGRESSION_SAFE_FUNCTIONS=1` |