Remove deprecated parameter 'indices'

Author: wrichert

ch06/01_start.py

@@ -40,7 +40,7 @@ def create_ngram_model():
 
 def train_model(clf_factory, X, Y, name="NB ngram", plot=False):
     cv = ShuffleSplit(
-        n=len(X), n_iter=10, test_size=0.3, indices=True, random_state=0)
+        n=len(X), n_iter=10, test_size=0.3, random_state=0)
 
     train_errors = []
     test_errors = []

ch06/02_tuning.py

@@ -45,7 +45,7 @@ def create_ngram_model(params=None):
 
 def grid_search_model(clf_factory, X, Y):
     cv = ShuffleSplit(
-        n=len(X), n_iter=10, test_size=0.3, indices=True, random_state=0)
+        n=len(X), n_iter=10, test_size=0.3, random_state=0)
 
     param_grid = dict(vect__ngram_range=[(1, 1), (1, 2), (1, 3)],
                       vect__min_df=[1, 2],

ch06/03_clean.py

@@ -103,7 +103,7 @@ def preprocessor(tweet):
 def train_model(clf, X, Y, name="NB ngram", plot=False):
     # create it again for plotting
     cv = ShuffleSplit(
-        n=len(X), n_iter=10, test_size=0.3, indices=True, random_state=0)
+        n=len(X), n_iter=10, test_size=0.3, random_state=0)
 
     train_errors = []
     test_errors = []

ch06/04_sent.py

@@ -202,7 +202,7 @@ def preprocessor(tweet):
 
 def __grid_search_model(clf_factory, X, Y):
     cv = ShuffleSplit(
-        n=len(X), n_iter=10, test_size=0.3, indices=True, random_state=0)
+        n=len(X), n_iter=10, test_size=0.3, random_state=0)
 
     param_grid = dict(vect__ngram_range=[(1, 1), (1, 2), (1, 3)],
                       vect__min_df=[1, 2],
@@ -228,7 +228,7 @@ def __grid_search_model(clf_factory, X, Y):
 def train_model(clf, X, Y, name="NB ngram", plot=False):
     # create it again for plotting
     cv = ShuffleSplit(
-        n=len(X), n_iter=10, test_size=0.3, indices=True, random_state=0)
+        n=len(X), n_iter=10, test_size=0.3, random_state=0)
 
     train_errors = []
     test_errors = []