0.8.5.

w4k2 · Dec 27, 2019 · bfed43f · bfed43f
1 parent 60fdee2
commit bfed43f
Show file tree

Hide file tree

Showing 3 changed files with 8 additions and 15 deletions.
diff --git a/README.md b/README.md
@@ -110,6 +110,7 @@ plt.legend()
 
 ![](https://w4k2.github.io/stream-learn/_images/simplest.png)
 
+<!--
 ---
 
 
@@ -122,19 +123,9 @@ plt.legend()
   </p>
 </p>
 
-
-
 ![](https://w4k2.github.io/stream-learn/_images/disco.png)
 
-
-
-
-
-
-
-
-
-
+-->
 
 
 

diff --git a/strlearn/_version.py b/strlearn/_version.py
@@ -1,3 +1,3 @@
 """``stream-learn``"""
 
-__version__ = "0.8.4"
+__version__ = "0.8.5"
diff --git a/strlearn/ensembles/SEA.py b/strlearn/ensembles/SEA.py
@@ -9,17 +9,19 @@
 
 class SEA(ClassifierMixin, BaseEnsemble):
     """
-    Chunk based ensemble classifier.
+    Streaming Ensemble Algorithm.
 
     Ensemble classifier composed of estimators trained on the fixed
-    number of previously seen data chunks.
+    number of previously seen data chunks, prunning the worst one in the pool.
 
     Parameters
     ----------
 
-    n_estimators : integer, optional (default=5)
+    n_estimators : integer, optional (default=10)
         The maximum number of estimators trained using consecutive data chunks
         and maintained in the ensemble.
+    metric : function, optional (default=accuracy_score)
+        The metric used to prune the worst classifier in the pool.
 
     Attributes
     ----------