predict_single #22

rmontanana · 2024-03-06T16:14:39Z

rmontanana commented

2024-03-06 16:14:39 +00:00

Added

Change ascending hyperparameter to order with these possible values {"asc", "desc", "rand"}, Default is "desc".
Add the predict_single hyperparameter to control if only the last model created is used to predict in boost training or the whole ensemble (all the models built so far). Default is true.
sample app to show how to use the library (make sample)

Changed

Change the library structure adding folders for each group of classes (classifiers, ensembles, etc).
The significances of the models generated under the feature selection algorithm are now computed after all the models have been generated and an α_t value is computed and assigned to each model.

### Added - Change _ascending_ hyperparameter to _order_ with these possible values _{"asc", "desc", "rand"}_, Default is _"desc"_. - Add the _predict_single_ hyperparameter to control if only the last model created is used to predict in boost training or the whole ensemble (all the models built so far). Default is true. - sample app to show how to use the library (make sample) ### Changed - Change the library structure adding folders for each group of classes (classifiers, ensembles, etc). - The significances of the models generated under the feature selection algorithm are now computed after all the models have been generated and an α<sub>t</sub> value is computed and assigned to each model.

rmontanana added 11 commits 2024-03-06 16:14:39 +00:00

Begin implementing predict_single hyperparameter in BoostAODE d39a17089e

Update test f10d0daf2e

Refactor library structure and add sample 903b143338

Update boostaode algorithm explain 8bccc3e4bc

Update README and docs 272dbad4f3

Translate BoostAODE.md to English 20669dd161

Update gcovr config and fix some warnings d6af1ffe8e

Add predict_single proposal detailed info 78d7ea7c4d

Replace constant strings in BoostAODE 093c197f0a

Update select features models significance 0ee3eaed53

Update version number and Changelog d858e26e4b