Update app.py

app.py

@@ -19,21 +19,55 @@ model.load_state_dict(torch.load(model_path, map_location="cpu"))
 model.eval()
 
 # Label mapping
-sentiment_map = {0: "Negatif", 1: "Positif", 2: "Netral"}
+sentiment_map = {0: "Negative", 1: "Netral", 2: "Positive"}
 
 event_map = {
-    0: "corporate action", 1: "divestment", 2: "ipo", 3: "regulation", 4: "insider",
-    5: "market outlook", 6: "forex", 7: "commodity", 8: "finance report", 9: "debt",
-    10: "macroeconomic", 11: "acquisition", 12: "merger", 13: "product launch", 
-    14: "litigation", 15: "rating", 16: "investment", 17: "employment", 18: "governance",
-    19: "funding", 20: "competition", 21: "environment", 22: "infrastructure",
-    23: "trade", 24: "tax", 25: "technology", 26: "sector update", 27: "bankruptcy",
-    28: "security", 29: "restructuring", 30: "sustainability", 31: "ownership",
-    32: "inflation", 33: "interest rate", 34: "monetary policy", 35: "digital economy",
-    36: "consumer behavior", 37: "political", 38: "climate", 39: "energy",
-    40: "supply chain", 41: "geopolitical", 42: "misc"
+    0: "IPO",
+    1: "banking",
+    2: "banking sector",
+    3: "commodity",
+    4: "commodity + stock recommendation",
+    5: "company scandal",
+    6: "corporate action",
+    7: "corporate appointment",
+    8: "corporate expansion",
+    9: "corporate finance",
+    10: "corporate outlook",
+    11: "corporate outlook + stock recommendation",
+    12: "corporate performance",
+    13: "corporate rebranding",
+    14: "corporate strategy",
+    15: "crypto",
+    16: "currency",
+    17: "delisting",
+    18: "foreign activity",
+    19: "global market",
+    20: "government policy",
+    21: "insider activity",
+    22: "interest rate",
+    23: "investment product",
+    24: "investment strategy",
+    25: "ipo",
+    26: "logistics expansion",
+    27: "macro economy",
+    28: "macroeconomy",
+    29: "market index",
+    30: "market index + foreign activity",
+    31: "market index + stock recommendation",
+    32: "market outlook",
+    33: "market outlook + stock recommendation",
+    34: "merger & acquisition",
+    35: "politics",
+    36: "private placement",
+    37: "property",
+    38: "regulation",
+    39: "sector outlook",
+    40: "sector rotation",
+    41: "stock recommendation",
+    42: "trading activity"
 }
 
+
 idx_labels = [
     "idx_energy", "idx_basic", "idx_indust", "idx_noncyc", "idx_cyclic",
     "idx_health", "idx_finance", "idx_propert", "idx_techno", "idx_infra", "idx_trans"