don't regularize bias

TeamHG-Memex · Jan 18, 2016 · 0ddfccd · 0ddfccd
1 parent 0cc33a7
commit 0ddfccd
Show file tree

Hide file tree

Showing 2 changed files with 438 additions and 439 deletions.
diff --git a/formasaurus/formtype_model.py b/formasaurus/formtype_model.py
@@ -22,11 +22,6 @@
 # a list of 3-tuples with default features:
 # (feature_name, form_transformer, vectorizer)
 FEATURES = [
-    (
-        "bias",
-        features.Bias(),
-        DictVectorizer(),
-    ),
     (
         "form elements",
         features.FormElements(),
@@ -118,9 +113,9 @@ def get_model(prob=True):
         #     random_state=0,
         #     fit_intercept=False,
         # )
-        clf = LogisticRegression(penalty='l2', C=5, fit_intercept=False)
+        clf = LogisticRegression(penalty='l2', C=5, fit_intercept=True)
     else:
-        clf = LinearSVC(C=0.5, random_state=0, fit_intercept=False)
+        clf = LinearSVC(C=0.5, random_state=0, fit_intercept=True)
 
     fe = _create_feature_union(FEATURES)
     return make_pipeline(fe, clf)