Upload gretel-pii-ready/SpanBased-CustomDeBERTa-With-Filter_eval.json with huggingface_hub

gretel-pii-ready/SpanBased-CustomDeBERTa-With-Filter_eval.json

@@ -1,6 +1,7 @@
 {
   "dataset_name": "gretel-pii-ready",
   "model_architecture": "SpanBased-CustomDeBERTa-With-Filter",
+  "optimal_threshold": 0.05,
   "classification_report": {
     "ACCOUNT_NUMBER": {
       "precision": 0.9697,
@@ -69,9 +70,9 @@
       "support": 123
     },
     "CUSTOMER_ID": {
-      "precision": 0.9673,
+      "precision": 0.9628,
       "recall": 0.9904,
-      "f1-score": 0.9787,
+      "f1-score": 0.9764,
       "support": 209
     },
     "DATE": {
@@ -105,15 +106,15 @@
       "support": 182
     },
     "EMPLOYEE_ID": {
-      "precision": 0.9463,
-      "recall": 0.9749,
-      "f1-score": 0.9604,
+      "precision": 0.9466,
+      "recall": 0.9799,
+      "f1-score": 0.963,
       "support": 199
     },
     "FIRST_NAME": {
-      "precision": 0.571,
+      "precision": 0.5695,
       "recall": 0.9952,
-      "f1-score": 0.7257,
+      "f1-score": 0.7244,
       "support": 210
     },
     "HEALTH_PLAN_BENEFICIARY_NUMBER": {
@@ -142,8 +143,8 @@
     },
     "MEDICAL_RECORD_NUMBER": {
       "precision": 0.9842,
-      "recall": 0.9726,
-      "f1-score": 0.9783,
+      "recall": 0.9765,
+      "f1-score": 0.9804,
       "support": 511
     },
     "NAME": {
@@ -225,46 +226,46 @@
       "support": 5
     },
     "USER_NAME": {
-      "precision": 0.9375,
-      "recall": 0.9375,
-      "f1-score": 0.9375,
+      "precision": 0.9385,
+      "recall": 0.9531,
+      "f1-score": 0.9457,
       "support": 64
     },
     "VEHICLE_IDENTIFIER": {
-      "precision": 0.7,
-      "recall": 0.8235,
-      "f1-score": 0.7568,
+      "precision": 0.7143,
+      "recall": 0.8824,
+      "f1-score": 0.7895,
       "support": 17
     },
     "OVERALL_MICRO": {
-      "precision": 0.8512,
-      "recall": 0.9298,
-      "f1-score": 0.8887,
+      "precision": 0.851,
+      "recall": 0.9309,
+      "f1-score": 0.8892,
       "support": 4257
     },
     "OVERALL_MACRO": {
-      "precision": 0.8265,
-      "recall": 0.8997,
-      "f1-score": 0.8486,
+      "precision": 0.8267,
+      "recall": 0.9018,
+      "f1-score": 0.8497,
       "support": 4257
     },
     "OVERALL_WEIGHTED": {
-      "precision": 0.8822,
-      "recall": 0.9298,
-      "f1-score": 0.8943,
+      "precision": 0.882,
+      "recall": 0.9309,
+      "f1-score": 0.8947,
       "support": 4257
     }
   },
   "overall_metrics": {
-    "micro_f1": 0.8887,
-    "macro_f1": 0.8486
+    "micro_f1": 0.8892,
+    "macro_f1": 0.8497
   },
   "performance_stats": {
-    "total_time_sec": 36.0539,
+    "total_time_sec": 56.4993,
     "total_samples": 1000,
     "total_tokens": 62987,
-    "avg_ms_per_sample": 36.0539,
-    "avg_ms_per_token": 0.5724
+    "avg_ms_per_sample": 56.4993,
+    "avg_ms_per_token": 0.897
   },
   "results": [
     {
@@ -881,6 +882,12 @@
           "start": 36,
           "end": 49
         },
+        {
+          "tag": "FIRST_NAME",
+          "value": " Lessee",
+          "start": 51,
+          "end": 58
+        },
         {
           "tag": "SSN/CCCD",
           "value": " ZZ082363T",
@@ -31459,6 +31466,12 @@
           "start": 25,
           "end": 36
         },
+        {
+          "tag": "CUSTOMER_ID",
+          "value": "ID-214-K",
+          "start": 52,
+          "end": 60
+        },
         {
           "tag": "LICENSE_PLATE",
           "value": "05-376811-47",
@@ -35527,6 +35540,12 @@
         }
       ],
       "predictions": [
+        {
+          "tag": "USER_NAME",
+          "value": "rebeccarogers",
+          "start": 53,
+          "end": 66
+        },
         {
           "tag": "API_KEY",
           "value": " AIzaBWckgj6q7qvoq23ZI7i8vSau8UZD9oz14rOl5",
@@ -43742,6 +43761,18 @@
           "value": " ZZ 66 27 85 T",
           "start": 189,
           "end": 203
+        },
+        {
+          "tag": "EMPLOYEE_ID",
+          "value": " EMP551809",
+          "start": 666,
+          "end": 676
+        },
+        {
+          "tag": "MEDICAL_RECORD_NUMBER",
+          "value": " X8578677",
+          "start": 692,
+          "end": 701
         }
       ]
     },
@@ -44176,6 +44207,12 @@
           "start": 253,
           "end": 280
         },
+        {
+          "tag": "MEDICAL_RECORD_NUMBER",
+          "value": "P3320406",
+          "start": 284,
+          "end": 292
+        },
         {
           "tag": "NAME",
           "value": "Ind. Joseph Nichols",
@@ -45932,6 +45969,12 @@
           "start": 65,
           "end": 82
         },
+        {
+          "tag": "VEHICLE_IDENTIFIER",
+          "value": "SL4ZYSK9KHL7XE4Y5",
+          "start": 104,
+          "end": 121
+        },
         {
           "tag": "DATE",
           "value": "05/08/2015",