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Diffstat (limited to 'doc')
| -rw-r--r-- | doc/analysis-visual.md | 3 | ||||
| -rw-r--r-- | doc/model-visual.md | 5 | ||||
| -rw-r--r-- | doc/modeling-method.md | 2 |
3 files changed, 10 insertions, 0 deletions
diff --git a/doc/analysis-visual.md b/doc/analysis-visual.md index dad5bb6..b069bd0 100644 --- a/doc/analysis-visual.md +++ b/doc/analysis-visual.md @@ -22,4 +22,7 @@ parameter name. It shows each distinct configuration (parameter/NFP value) in a different colour. Combining it with `--filter-param` and `--ignore-param` may help de-clutter the plot. +dfatool will additionally plot the predicted performance for each distinct +configuration as a solid line. +  diff --git a/doc/model-visual.md b/doc/model-visual.md index 7830421..564cf3e 100644 --- a/doc/model-visual.md +++ b/doc/model-visual.md @@ -16,3 +16,8 @@ accessible via `dot -Tpng filename.dot | feh -`. In case of regression forests (XGBoost), dfatool exports the individual trees to `PREFIX(name)-(attribute).(index).dot`. + +## Plotting Model Predictions for Individual Configurations + +`--plot-param name:attribute:label` displays both raw readings (as points, see +[[analysis-visual.md]]) and the corresponding performance model (as lines). diff --git a/doc/modeling-method.md b/doc/modeling-method.md index d29ab3a..f369cc0 100644 --- a/doc/modeling-method.md +++ b/doc/modeling-method.md @@ -39,6 +39,8 @@ 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_CATEGORIAL_TO_SCALAR=1` * `DFATOOL_SKIP_CODEPENDENT_CHECK=1` * `DFATOOL_REGRESSION_SAFE_FUNCTIONS=1` |