Added models, outputs, data and tensorflow runs

2026-04-13 01:47:24 +01:00
parent 1cca27e0b8
commit dc91b522f0
73 changed files with 836 additions and 0 deletions
--- a/outputs/eval_summary_stl_aspect_sentiment_original.json
+++ b/outputs/eval_summary_stl_aspect_sentiment_original.json
@@ -0,0 +1,51 @@
+{
+    "mode": "stl",
+    "dataset": "original",
+    "task": "aspect_sentiment",
+    "model_path": "outputs/best_model_stl_aspect_sentiment_original.pt",
+    "results": {
+        "aspect_sentiment": {
+            "macro_f1": 0.7856154710827541,
+            "macro_precision": 0.7905014749262537,
+            "macro_recall": 0.7816500597847748,
+            "confidence": {
+                "overall": 0.9811832904815674,
+                "correct": 0.987269401550293,
+                "incorrect": 0.9148151278495789
+            },
+            "per_class": {
+                "Positive": {
+                    "precision": 0.96,
+                    "recall": 0.9326424870466321,
+                    "f1-score": 0.9461235216819974,
+                    "support": 386.0
+                },
+                "Neutral": {
+                    "precision": 0.5,
+                    "recall": 0.46153846153846156,
+                    "f1-score": 0.48,
+                    "support": 39.0
+                },
+                "Negative": {
+                    "precision": 0.911504424778761,
+                    "recall": 0.9507692307692308,
+                    "f1-score": 0.9307228915662651,
+                    "support": 325.0
+                },
+                "accuracy": 0.916,
+                "macro avg": {
+                    "precision": 0.7905014749262537,
+                    "recall": 0.7816500597847748,
+                    "f1-score": 0.7856154710827541,
+                    "support": 750.0
+                },
+                "weighted avg": {
+                    "precision": 0.9150652507374631,
+                    "recall": 0.916,
+                    "f1-score": 0.9152114921710495,
+                    "support": 750.0
+                }
+            }
+        }
+    }
+}