switched figures to png format for journal

Author: zachrewolinski

code/case-study.ipynb

@@ -473,7 +473,8 @@
     "plt.yticks(fontsize=13)\n",
     "plt.tick_params(axis='both', which='both', right=True, direction='in')\n",
     "plt.ylabel(\"False Negative Rate\", fontsize=18)\n",
-    "plt.savefig(\"../figures/cdr_uncertainty.pdf\", format='pdf', bbox_inches='tight')\n",
+    "plt.savefig(\"../figures/cdr_uncertainty.png\", format='png', bbox_inches='tight',\n",
+    "            dpi=600)\n",
     "plt.show()"
    ]
   },
@@ -784,7 +785,8 @@
     "plt.tick_params(axis='both', which='both', top=True, right=True, direction='in')\n",
     "# make legend font larger\n",
     "plt.legend(fontsize=18)\n",
-    "plt.savefig('../figures/cleaned_data_size.pdf', format='pdf', bbox_inches='tight')\n",
+    "plt.savefig('../figures/cleaned_data_size.png', format='png',\n",
+    "            bbox_inches='tight', dpi=600)\n",
     "plt.show()"
    ]
   },
@@ -1052,7 +1054,8 @@
     "plt.yticks(fontsize=13)\n",
     "plt.tick_params(axis='both', which='both', right=True, direction='in')\n",
     "plt.ylabel(\"False Negative Rate\", fontsize=18)\n",
-    "plt.savefig(\"../figures/logistic_uncertainty.pdf\", format='pdf', bbox_inches='tight')\n",
+    "plt.savefig(\"../figures/logistic_uncertainty.png\", format='png',\n",
+    "            bbox_inches='tight', dpi=600)\n",
     "plt.show()"
    ]
   },
@@ -1084,7 +1087,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "workflow",
    "language": "python",
    "name": "python3"
   },