fix typo

app.py

@@ -26,7 +26,7 @@ def populate_map(metric_df: pd.DataFrame, metric_set: set) -> dict:
     metric_map = dict()
 
     for key in metric_set:
-        for val in metric_df.loc[metric_df["metric"] == key]["average"]:
+        for val in metric_df.loc[metric_df["Metric"] == key]["Averaging Method"]:
             metric_map[key] = val
     
     return metric_map
@@ -70,7 +70,7 @@ space = gr.Interface(
             label="Table of Predicted vs Actual Class Labels"
         ),
         gr.Dataframe(
-            headers=["Metric", "Averaging Type"],
+            headers=["Metric", "Averaging Method"],
             datatype=["str", "str"],
             row_count=(3, "fixed"),
             col_count=(2, "fixed"),
@@ -83,7 +83,7 @@ space = gr.Interface(
     examples=[
         [
             pd.DataFrame(columns=["Predicted Class Label", "Actual Class Label"], data=[[0,1],[1,1],[2,2],[1,0],[0,0]]),
-            pd.DataFrame(columns=["Metric", "Averaging Type"], data=[["f1", "weighted"],["precision", "micro"],["recall", "macro"]])
+            pd.DataFrame(columns=["Metric", "Averaging Method"], data=[["f1", "weighted"],["precision", "micro"],["recall", "macro"]])
         ]
     ],
     cache_examples=False