Debugging bugs

Author: PravasMohanty

aeon/visualisation/results/_mcm.py

@@ -6,7 +6,6 @@
 
 import json
 import os
-from typing import Dict, Optional
 import numpy as np
 import pandas as pd
 from scipy.stats import wilcoxon
@@ -16,11 +15,11 @@
 def create_multi_comparison_matrix(
     df_results,
     output_dir="./",
-    save_files: Optional[Dict[str, str]] = None,  # Changed to dictionary
+    save_files = None,  # Changed to dictionary
     used_statistic="Accuracy",
     save_as_json=False,
     plot_1v1_comparisons=False,
-    order_settings: Dict[str, str] = {"win_tie_loss": "higher", "better": "decreasing"},  # Combined order settings
+    order_settings = {"win_tie_loss": "higher", "better": "decreasing"},  # Combined order settings
     include_pvalue=True,
     pvalue_test="wilcoxon",
     pvalue_test_params=None,
@@ -447,7 +446,7 @@ def _plot_1v1(
 def _draw(
     analysis,
     output_dir="./",
-    save_files: Optional[Dict[str, str]] = None,  # Changed to dictionary
+    save_files = None,  # Changed to dictionary
     row_comparates=None,
     col_comparates=None,
     excluded_row_comparates=None,

examples/visualisation/plotting_results.ipynb

@@ -549,7 +549,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "id": "a9919cda13fadd3",
    "metadata": {
     "ExecuteTime": {
@@ -587,8 +587,7 @@
     "    df_results=df2,\n",
     "    excluded_col_comparates=[\"Classifier 1\"],\n",
     "    used_statistic=\"error\",\n",
-    "    order_better=\"increasing\",\n",
-    "    order_win_tie_loss=\"lower\",\n",
+    "    order_settings = {\"win_tie_loss\": \"higher\", \"better\": \"decreasing\"},\n",
     "    fig_size=\"8,3\",\n",
     "    win_label=\"r<c\",\n",
     "    loss_label=\"r>c\",\n",