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_original.json
+++ b/outputs/eval_summary_stl_aspect_original.json
@@ -0,0 +1,69 @@
+{
+    "mode": "stl",
+    "dataset": "original",
+    "task": "aspect",
+    "model_path": "outputs/best_model_stl_aspect_original.pt",
+    "results": {
+        "aspect": {
+            "macro_f1": 0.6941267385341167,
+            "macro_precision": 0.6926366440012734,
+            "macro_recall": 0.7177510694594175,
+            "confidence": {
+                "overall": 0.8459477424621582,
+                "correct": 0.8876724243164062,
+                "incorrect": 0.7407546639442444
+            },
+            "per_class": {
+                "App": {
+                    "precision": 0.7973568281938326,
+                    "recall": 0.8044444444444444,
+                    "f1-score": 0.8008849557522124,
+                    "support": 225.0
+                },
+                "Driver": {
+                    "precision": 0.7172413793103448,
+                    "recall": 0.7878787878787878,
+                    "f1-score": 0.7509025270758123,
+                    "support": 132.0
+                },
+                "General": {
+                    "precision": 0.7619047619047619,
+                    "recall": 0.64,
+                    "f1-score": 0.6956521739130435,
+                    "support": 125.0
+                },
+                "Payment": {
+                    "precision": 0.625,
+                    "recall": 0.6060606060606061,
+                    "f1-score": 0.6153846153846154,
+                    "support": 33.0
+                },
+                "Pricing": {
+                    "precision": 0.5614035087719298,
+                    "recall": 0.9411764705882353,
+                    "f1-score": 0.7032967032967034,
+                    "support": 68.0
+                },
+                "Service": {
+                    "precision": 0.6929133858267716,
+                    "recall": 0.5269461077844312,
+                    "f1-score": 0.5986394557823129,
+                    "support": 167.0
+                },
+                "accuracy": 0.716,
+                "macro avg": {
+                    "precision": 0.6926366440012734,
+                    "recall": 0.7177510694594175,
+                    "f1-score": 0.6941267385341167,
+                    "support": 750.0
+                },
+                "weighted avg": {
+                    "precision": 0.7251149569069801,
+                    "recall": 0.716,
+                    "f1-score": 0.7125059034731999,
+                    "support": 750.0
+                }
+            }
+        }
+    }
+}