New_version_sklearn (#56)

* test: 🧪 Update max_iter as int in test_multiclass_dataset

* refactor: 📝 Rename base_estimator to estimator as the former is deprectated in notebook

* refactor: 📌 Convert max_iter to int as needed in sklearn 1.2

* chore: 🔖 Update version info to 1.3.1

stree/Strees.py

@@ -139,7 +139,7 @@ class Stree(BaseEstimator, ClassifierMixin):
         self,
         C: float = 1.0,
         kernel: str = "linear",
-        max_iter: int = 1e5,
+        max_iter: int = int(1e5),
         random_state: int = None,
         max_depth: int = None,
         tol: float = 1e-4,

stree/_version.py

@@ -1 +1 @@
-__version__ = "1.3.0"
+__version__ = "1.3.1"

stree/tests/Stree_test.py

@@ -306,7 +306,7 @@ class Stree_test(unittest.TestCase):
             for criteria in ["max_samples", "impurity"]:
                 for kernel in self._kernels:
                     clf = Stree(
-                        max_iter=1e4,
+                        max_iter=int(1e4),
                         multiclass_strategy="ovr"
                         if kernel == "liblinear"
                         else "ovo",