fix: update soknl and test

adaptive-machine-learning · May 3, 2024 · 336766f · 336766f
1 parent b944be0
commit 336766f
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Showing 2 changed files with 2 additions and 2 deletions.
diff --git a/src/capymoa/regressor/_soknl.py b/src/capymoa/regressor/_soknl.py
@@ -25,7 +25,7 @@ def __init__(
         warning_detection_method=None,
         disable_drift_detection=False,
         disable_background_learner=False,
-        disable_self_optimising=True,
+        disable_self_optimising=False,
         k_value=10,
     ):
         # Important: must create the MOA object before invoking the super class __init__

diff --git a/tests/test_regressors.py b/tests/test_regressors.py
@@ -26,7 +26,7 @@
         (partial(ARFFIMTDD), 4.95, 4.6),
         (partial(ORTO), 9.2, 7.6),
         (partial(SOKNLBT), 4.95, 4.6),
-        (partial(SOKNL), 3.67, 3.04),
+        (partial(SOKNL), 3.37, 2.77),
         (partial(PassiveAggressiveRegressor), 3.67, 3.68),
         (partial(SGDRegressor), 4.63, 3.6),
     ],