another update model analysis

Author: EoghanOConnor

tests/model_analysis.ipynb

@@ -9,7 +9,7 @@
     "This notebook helps users analyze and visualize the results of running `test_mcp_servers.py` to help them determine what the best combination of LLM and MCP tools. It demonstrates the performance of the models results by visualization using stacked bar charts, enabling quick comparison of tool call accuracy. The analysis includes tool calling matching and verified inference output comparison charts.\n",
     "\n",
     "\n",
-    "### Generate Dataset\",\n",
+    "### Generate Dataset,\n",
     "    \n",
     "    The metrics for this notebook are generated by test_mcp_servers.py and loaded from results/metrics.csv. Please be sure to run `python test_mcp_servers.py` first before rerunning this Notebook.\n",
     "\n",