Hyperparameter *maxTolerance* in the BoostAODE class is now in [1, 6] range (it was in [1, 4] range before)

Reviewed-on: #32
Added

- Add 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.
- Add 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.
- Add 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.

CHANGELOG.md

@@ -13,6 +13,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Add 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.
 - Add 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.
 
+### Changed
+
+- Hyperparameter *maxTolerance* in the BoostAODE class is now in [1, 6] range (it was in [1, 4] range before).
+
 ## [1.0.6] 2024-11-23
 
 ### Fixed

bayesnet/ensembles/Boost.cc

@@ -48,8 +48,8 @@ namespace bayesnet {
         }
         if (hyperparameters.contains("maxTolerance")) {
             maxTolerance = hyperparameters["maxTolerance"];
-            if (maxTolerance < 1 || maxTolerance > 4)
+            if (maxTolerance < 1 || maxTolerance > 6)
-                throw std::invalid_argument("Invalid maxTolerance value, must be greater in [1, 4]");
+                throw std::invalid_argument("Invalid maxTolerance value, must be greater in [1, 6]");
             hyperparameters.erase("maxTolerance");
         }
         if (hyperparameters.contains("predict_voting")) {

tests/TestBoostA2DE.cc

@@ -123,7 +123,7 @@ TEST_CASE("Oddities2", "[BoostA2DE]")
         { { "order", "duck" } },
         { { "select_features", "duck" } },
         { { "maxTolerance", 0 } },
-        { { "maxTolerance", 5 } },
+        { { "maxTolerance", 7 } },
     };
     for (const auto& hyper : bad_hyper.items()) {
         INFO("BoostA2DE hyper: " + hyper.value().dump());

tests/TestBoostAODE.cc

@@ -118,7 +118,7 @@ TEST_CASE("Oddities", "[BoostAODE]")
         { { "order", "duck" } },
         { { "select_features", "duck" } },
         { { "maxTolerance", 0 } },
-        { { "maxTolerance", 5 } },
+        { { "maxTolerance", 7 } },
     };
     for (const auto& hyper : bad_hyper.items()) {
         INFO("BoostAODE hyper: " << hyper.value().dump());