Change to 05.07 for text

Author: jakevdp

notebooks/05.07-Support-Vector-Machines.ipynb

@@ -898,7 +898,8 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Out of this small sample, our optimal estimator mis-labeled only a few faces (marked in red).\n",
+    "Out of this small sample, our optimal estimator mislabeled only a single face (Bush’s\n",
+    "face in the bottom row was mislabeled as Blair).\n",
     "We can get a better sense of our estimator's performance using the classification report, which lists recovery statistics label by label:"
    ]
   },
@@ -1014,6 +1015,7 @@
   }
  ],
  "metadata": {
+  "anaconda-cloud": {},
   "kernelspec": {
    "display_name": "Python [default]",
    "language": "python",