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authorBirte Kristina Friesel <birte.friesel@uos.de>2024-03-22 09:23:02 +0100
committerBirte Kristina Friesel <birte.friesel@uos.de>2024-03-22 09:23:02 +0100
commit81a1b42c554414bf9f0995741a866ebd1ece6c3c (patch)
tree686b4843ae1768143bdf1c397601ef8b51817041 /README.md
parent995753a7913b89ea5f58983cf2cfca1cb8a00b77 (diff)
RMT: add max depth hyper-parameter
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@@ -113,6 +113,7 @@ The following variables may be set to alter the behaviour of dfatool components.
| `DFATOOL_COMPENSATE_DRIFT` | **0**, 1 | Perform drift compensation for loaders without sync input (e.g. EnergyTrace or Keysight) |
| `DFATOOL_DRIFT_COMPENSATION_PENALTY` | 0 .. 100 (default: majority vote over several penalties) | Specify penalty for ruptures.py PELT changepoint petection |
| `DFATOOL_MODEL` | cart, decart, fol, lgbm, lmt, **rmt**, symreg, uls, xgb | Modeling method. See below for method-specific configuration options. |
+| `DFATOOL_RMT_MAX_DEPTH` | **0** .. *n* | Maximum depth for RMT. Default (0): unlimited. |
| `DFATOOL_RMT_SUBMODEL` | cart, fol, static, symreg, **uls** | Modeling method for RMT leaf functions. |
| `DFATOOL_PREPROCESSING_RELEVANCE_METHOD` | **none**, mi | Ignore parameters deemed irrelevant by the specified heuristic before passing them on to `DFATOOL_MODEL`. |
| `DFATOOL_PREPROCESSING_RELEVANCE_THRESHOLD` | .. **0.1** .. | Threshold for relevance heuristic. |