simple readme change

TRR318 · Aug 10, 2023 · 7762851 · 7762851
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -8,8 +8,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## [Unreleased]
 
 ### Added
-- PSL classifier: introduced parallelization
-- PSL classifier: implemented l-step lookahead
+- PSL classifier
+  - introduced parallelization
+  - implemented l-step lookahead
+  - simple inspect(·) method that creates a tabular representation of the model
+
 
 ## 0.1.0 - 2023-08-08
 

diff --git a/README.md b/README.md
@@ -21,10 +21,9 @@ from skpsl import ProbabilisticScoringList
 X, y = make_classification(random_state=42)
 X = (X > .5).astype(int)
 
-clf = ProbabilisticScoringList([-1, 1, 2])
+psl = ProbabilisticScoringList([-1, 1, 2])
 
 for train, test in ShuffleSplit(1, test_size=.2, random_state=42).split(X):
-    psl = ProbabilisticScoringList([-1, 1, 2])
     psl.fit(X[train], y[train])
     print(f"Brier score: {psl.score(X[test], y[test]):.4f}")
     #>  Brier score: 0.1924  (lower is better)