Fix minor indentation issues

dubstack · dubstack · commit b68f922707bf · 2015-08-26T18:26:21.000+05:30
diff --git a/sklearn/tests/test_cross_validation.py b/sklearn/tests/test_cross_validation.py
@@ -1098,18 +1098,16 @@ def test_check_is_partition():
     assert_false(cval._check_is_partition(p, 100))
 
 def test_cross_val_predict_sparse_prediction():
-    """Check that cross_val_predict gives the same result for sparse and dense inputs"""
-    X, Y = make_multilabel_classification(n_classes=2, n_labels=1,
-                                  allow_unlabeled=False,
-                                  return_indicator=True,
-                                  random_state=1)
+    # check that cross_val_predict gives same result for sparse and dense input
+    X, y = make_multilabel_classification(n_classes=2, n_labels=1,
+                                          allow_unlabeled=False,
+                                          return_indicator=True,
+                                          random_state=1)
     X_sparse = csr_matrix(X)
-    Y_sparse = csr_matrix(Y)
+    y_sparse = csr_matrix(y)
     classif = OneVsRestClassifier(SVC(kernel='linear'))
-    preds = cval.cross_val_predict(classif, X,
-                                               Y, cv=10)
-    preds_sparse = cval.cross_val_predict(classif, X_sparse,
-                                               Y_sparse, cv=10)
+    preds = cval.cross_val_predict(classif, X, y, cv=10)
+    preds_sparse = cval.cross_val_predict(classif, X_sparse,y_sparse, cv=10)
     preds_sparse = preds_sparse.toarray()
     assert_array_almost_equal(preds_sparse, preds)
 
