MISC: Fix example to adjust to eps -> tol

sergiogaiotto · Mar 2, 2011 · 21175e3 · 21175e3
1 parent ea51378
commit 21175e3
Show file tree

Hide file tree

Showing 2 changed files with 2 additions and 2 deletions.
diff --git a/examples/document_classification_20newsgroups.py b/examples/document_classification_20newsgroups.py
@@ -165,7 +165,7 @@ def benchmark(clf):
     print "%s penalty" % penalty.upper()
     # Train Liblinear model
     liblinear_results = benchmark(LinearSVC(loss='l2', penalty=penalty, C=1000,
-                                            dual=False, eps=1e-3))
+                                            dual=False, tol=1e-3))
 
     # Train SGD model
     sgd_results = benchmark(SGDClassifier(alpha=.0001, n_iter=50,

diff --git a/examples/linear_model/plot_logistic_path.py b/examples/linear_model/plot_logistic_path.py
@@ -35,7 +35,7 @@
 
 print "Computing regularization path ..."
 start = datetime.now()
-clf = linear_model.LogisticRegression(C=1.0, penalty='l1', eps=1e-6)
+clf = linear_model.LogisticRegression(C=1.0, penalty='l1', tol=1e-6)
 coefs_ = [clf.fit(X, y, C=1.0/alpha).coef_.ravel().copy() for alpha in alphas]
 print "This took ", datetime.now() - start