rmontanana
released this
2025-03-16 18:01:23 +00:00
| 66 commits to main since this release
Added
- A new hyperparameter to the BoostAODE class, alphablock, to control the way α is computed, with the last model or with the ensmble built so far. Default value is false.
- A new hyperparameter to the SPODE class, parent, to set the root node of the model. If no value is set the root parameter of the constructor is used.
- A new hyperparameter to the TAN class, parent, to set the root node of the model. If not set the first feature is used as root.
- A new model named XSPODE, an optimized for speed averaged one dependence estimator.
- A new model named XSP2DE, an optimized for speed averaged two dependence estimator.
- A new model named XBAODE, an optimized for speed BoostAODE model.
- A new model named XBA2DE, an optimized for speed BoostA2DE model.
Internal
- Optimize ComputeCPT method in the Node class.
- Add methods getCount and getMaxCount to the CountingSemaphore class, returning the current count and the maximum count of threads respectively.
Changed
- Hyperparameter maxTolerance in the BoostAODE class is now in [1, 6] range (it was in [1, 4] range before).
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