From 27df31670df35b66f72b85858e3966e3d3e0100f Mon Sep 17 00:00:00 2001
From: Thierry Moudiki <thierry.moudiki@gmail.com>
Date: Wed, 9 Oct 2024 13:36:44 +0000
Subject: [PATCH] remove a few regressors

---
 examples/lazy_booster_classification.py | 2 +-
 examples/lazy_booster_regression.py     | 2 +-
 mlsauce.egg-info/PKG-INFO               | 2 +-
 mlsauce/lazybooster/config.py           | 8 +++++---
 setup.py                                | 2 +-
 5 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/examples/lazy_booster_classification.py b/examples/lazy_booster_classification.py
index ee52b45..55982c0 100644
--- a/examples/lazy_booster_classification.py
+++ b/examples/lazy_booster_classification.py
@@ -16,7 +16,7 @@
     X = data.data
     y= data.target
 
-    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = .2, random_state = 13)
+    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = .2, random_state = 123)
 
     clf = ms.LazyBoostingClassifier(verbose=0, ignore_warnings=True, #n_jobs=2,
                                     custom_metric=None, preprocess=False)
diff --git a/examples/lazy_booster_regression.py b/examples/lazy_booster_regression.py
index 86579c6..59ecfe7 100644
--- a/examples/lazy_booster_regression.py
+++ b/examples/lazy_booster_regression.py
@@ -11,7 +11,7 @@
 y= data.target
 X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = .2, random_state = 123)
 
-regr = ms.LazyBoostingRegressor(verbose=0, ignore_warnings=True, n_jobs=2,
+regr = ms.LazyBoostingRegressor(verbose=0, ignore_warnings=True, #n_jobs=2,
                                 custom_metric=None, preprocess=True)
 models, predictioms = regr.fit(X_train, X_test, y_train, y_test)
 model_dictionary = regr.provide_models(X_train, X_test, y_train, y_test)
diff --git a/mlsauce.egg-info/PKG-INFO b/mlsauce.egg-info/PKG-INFO
index 779e2b2..2d9317a 100644
--- a/mlsauce.egg-info/PKG-INFO
+++ b/mlsauce.egg-info/PKG-INFO
@@ -1,6 +1,6 @@
 Metadata-Version: 2.1
 Name: mlsauce
-Version: 0.22.0
+Version: 0.22.1
 Summary: Miscellaneous Statistical/Machine Learning tools
 Maintainer: T. Moudiki
 Maintainer-email: thierry.moudiki@gmail.com
diff --git a/mlsauce/lazybooster/config.py b/mlsauce/lazybooster/config.py
index 5eaef97..d5a6ca3 100644
--- a/mlsauce/lazybooster/config.py
+++ b/mlsauce/lazybooster/config.py
@@ -20,16 +20,17 @@
     # "KernelRidge",
    #"MultiOutputRegressor",
     #"MultiTaskElasticNet",
-    #"MultiTaskElasticNetCV",
+    "MultiTaskElasticNetCV",
     #"MultiTaskLasso",
-    #"MultiTaskLassoCV",
-    # "NuSVR",
+    "MultiTaskLassoCV",
+     "NuSVR",
     "OrthogonalMatchingPursuit",
     "OrthogonalMatchingPursuitCV",
     "PLSCanonical",
     "PLSRegression",
     "RadiusNeighborsRegressor",
     "RandomForestRegressor",
+    "RANSACRegressor",
     "RegressorChain",
     "StackingRegressor",
     # "SVR",
@@ -56,6 +57,7 @@
         issubclass(est[1], RegressorMixin)
         and (est[0] not in removed_regressors)
         and (est[0][:5] != "Multi")
+        and (est[0][-2:] != "CV")
         and is_multitask_estimator(est[1]()) == False
     )
 ]
diff --git a/setup.py b/setup.py
index 810259b..08bac65 100644
--- a/setup.py
+++ b/setup.py
@@ -37,7 +37,7 @@
 MAINTAINER_EMAIL = 'thierry.moudiki@gmail.com'
 LICENSE = 'BSD3 Clause Clear'
 
-__version__ = '0.22.0'
+__version__ = '0.22.1'
 
 VERSION = __version__