Merge pull request #81 from NGO-Algorithm-Audit/JFP_edits

Update COMPAS_FP.ipynb

Author: jfparie

notebooks/unsupervised bias detection tool/COMPAS_FP.ipynb

@@ -2041,7 +2041,6 @@
     "#### G. Conclusion\n",
     "\n",
     "**UI text #9**\n",
-    "[only for this notebook]\n",
     "\n",
     "From the above figures it can be observed what characteristics clusters have with statistically significant higher false positive rate (cluster 0 and 1).\n",
     "\n",
@@ -2073,6 +2072,7 @@
     "\n",
     "Based on cluster 0, it can be concluded that `age_cat=25-45`, `race=African-American`, `c_charge_degree=F` and `is_recid=0` defendants  exhibit a high false positive rate, which is a known bias in the COMPAS dataset.\n",
     "\n",
+    "[only for this notebook]\n",
     "Based on cluster 1, it can be concluded that `age_cat=Less than 25`, `sex=Female`, `race=Caucasian`, `c_charge_degree=M`, `is_recid=1` and `score_text=1` defendants  exhibit a high false positive rate, which is a known bias in the COMPAS dataset."
    ]
   }