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

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

@@ -4,9 +4,9 @@
   "optimal_threshold": 0.05,
   "classification_report": {
     "ACCOUNT_NUMBER": {
-      "precision": 0.9697,
-      "recall": 0.9412,
-      "f1-score": 0.9552,
+      "precision": 0.9706,
+      "recall": 0.9706,
+      "f1-score": 0.9706,
       "support": 34
     },
     "ADDRESS": {
@@ -22,15 +22,15 @@
       "support": 8
     },
     "BANK_ROUTING_NUMBER": {
-      "precision": 0.9385,
-      "recall": 0.9531,
-      "f1-score": 0.9457,
+      "precision": 0.9538,
+      "recall": 0.9688,
+      "f1-score": 0.9612,
       "support": 64
     },
     "BIOMETRIC_IDENTIFIER": {
-      "precision": 0.9375,
-      "recall": 0.9091,
-      "f1-score": 0.9231,
+      "precision": 0.9394,
+      "recall": 0.9394,
+      "f1-score": 0.9394,
       "support": 33
     },
     "CERTIFICATE_LICENSE_NUMBER": {
@@ -64,15 +64,15 @@
       "support": 12
     },
     "CREDIT_CARD_NUMBER": {
-      "precision": 0.9194,
-      "recall": 0.9268,
-      "f1-score": 0.9231,
+      "precision": 0.92,
+      "recall": 0.935,
+      "f1-score": 0.9274,
       "support": 123
     },
     "CUSTOMER_ID": {
-      "precision": 0.9628,
+      "precision": 0.9583,
       "recall": 0.9904,
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+      "f1-score": 0.9741,
       "support": 209
     },
     "DATE": {
@@ -82,9 +82,9 @@
       "support": 248
     },
     "DATE_OF_BIRTH": {
-      "precision": 0.9212,
-      "recall": 0.978,
-      "f1-score": 0.9487,
+      "precision": 0.9232,
+      "recall": 0.9802,
+      "f1-score": 0.9509,
       "support": 454
     },
     "DATE_TIME": {
@@ -100,9 +100,9 @@
       "support": 60
     },
     "EMAIL": {
-      "precision": 0.9027,
-      "recall": 0.9176,
-      "f1-score": 0.9101,
+      "precision": 0.9081,
+      "recall": 0.9231,
+      "f1-score": 0.9155,
       "support": 182
     },
     "EMPLOYEE_ID": {
@@ -124,9 +124,9 @@
       "support": 12
     },
     "IPADDRESS": {
-      "precision": 0.9215,
-      "recall": 0.9514,
-      "f1-score": 0.9362,
+      "precision": 0.9267,
+      "recall": 0.9568,
+      "f1-score": 0.9415,
       "support": 185
     },
     "LAST_NAME": {
@@ -136,21 +136,21 @@
       "support": 196
     },
     "LICENSE_PLATE": {
-      "precision": 0.9549,
-      "recall": 0.9769,
-      "f1-score": 0.9658,
+      "precision": 0.9624,
+      "recall": 0.9846,
+      "f1-score": 0.9734,
       "support": 130
     },
     "MEDICAL_RECORD_NUMBER": {
-      "precision": 0.9842,
-      "recall": 0.9765,
+      "precision": 0.9823,
+      "recall": 0.9785,
       "f1-score": 0.9804,
       "support": 511
     },
     "NAME": {
-      "precision": 0.972,
-      "recall": 0.4883,
-      "f1-score": 0.65,
+      "precision": 0.9725,
+      "recall": 0.4977,
+      "f1-score": 0.6584,
       "support": 213
     },
     "NATIONAL_ID": {
@@ -178,9 +178,9 @@
       "support": 15
     },
     "SSN/CCCD": {
-      "precision": 0.9603,
-      "recall": 0.9769,
-      "f1-score": 0.9686,
+      "precision": 0.9632,
+      "recall": 0.9798,
+      "f1-score": 0.9714,
       "support": 347
     },
     "STATE": {
@@ -214,9 +214,9 @@
       "support": 17
     },
     "UNIQUE_IDENTIFIER": {
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-      "recall": 0.9524,
-      "f1-score": 0.9524,
+      "precision": 0.9762,
+      "recall": 0.9762,
+      "f1-score": 0.9762,
       "support": 42
     },
     "URL": {
@@ -238,34 +238,34 @@
       "support": 17
     },
     "OVERALL_MICRO": {
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-      "recall": 0.9309,
-      "f1-score": 0.8892,
+      "precision": 0.8523,
+      "recall": 0.934,
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       "support": 4257
     },
     "OVERALL_MACRO": {
-      "precision": 0.8267,
-      "recall": 0.9018,
-      "f1-score": 0.8497,
+      "precision": 0.8282,
+      "recall": 0.9055,
+      "f1-score": 0.8524,
       "support": 4257
     },
     "OVERALL_WEIGHTED": {
-      "precision": 0.882,
-      "recall": 0.9309,
-      "f1-score": 0.8947,
+      "precision": 0.8832,
+      "recall": 0.934,
+      "f1-score": 0.8971,
       "support": 4257
     }
   },
   "overall_metrics": {
-    "micro_f1": 0.8892,
-    "macro_f1": 0.8497
+    "micro_f1": 0.8913,
+    "macro_f1": 0.8524
   },
   "performance_stats": {
-    "total_time_sec": 56.4993,
+    "total_time_sec": 54.4949,
     "total_samples": 1000,
     "total_tokens": 62987,
-    "avg_ms_per_sample": 56.4993,
-    "avg_ms_per_token": 0.897
+    "avg_ms_per_sample": 54.4949,
+    "avg_ms_per_token": 0.8652
   },
   "results": [
     {
@@ -13947,6 +13947,12 @@
         }
       ],
       "predictions": [
+        {
+          "tag": "CUSTOMER_ID",
+          "value": " ID-192-Z",
+          "start": 10,
+          "end": 19
+        },
         {
           "tag": "CUSTOMER_ID",
           "value": " CUST70158116",
@@ -20933,6 +20939,12 @@
         }
       ],
       "predictions": [
+        {
+          "tag": "MEDICAL_RECORD_NUMBER",
+          "value": "MED60797420",
+          "start": 9,
+          "end": 20
+        },
         {
           "tag": "LAST_NAME",
           "value": " Baker-Lee",
@@ -32466,6 +32478,12 @@
           "start": 34,
           "end": 48
         },
+        {
+          "tag": "ACCOUNT_NUMBER",
+          "value": " Q86619901671",
+          "start": 60,
+          "end": 73
+        },
         {
           "tag": "DATE_TIME",
           "value": " 1973-10-06T07:23:11.132020",
@@ -34498,12 +34516,6 @@
         }
       ],
       "predictions": [
-        {
-          "tag": "CUSTOMER_ID",
-          "value": "ID-293-H",
-          "start": 137,
-          "end": 145
-        },
         {
           "tag": "CUSTOMER_ID",
           "value": "T8707I869",
@@ -43420,6 +43432,12 @@
         }
       ],
       "predictions": [
+        {
+          "tag": "CREDIT_CARD_NUMBER",
+          "value": "2260346193231006",
+          "start": 7,
+          "end": 23
+        },
         {
           "tag": "DATE",
           "value": " 2020-09-12",
@@ -53957,6 +53975,12 @@
           "start": 8,
           "end": 23
         },
+        {
+          "tag": "BIOMETRIC_IDENTIFIER",
+          "value": " BIO-3767467864",
+          "start": 114,
+          "end": 129
+        },
         {
           "tag": "FIRST_NAME",
           "value": " Iris",
@@ -54561,6 +54585,12 @@
         }
       ],
       "predictions": [
+        {
+          "tag": "CUSTOMER_ID",
+          "value": " V-532217-P",
+          "start": 12,
+          "end": 23
+        },
         {
           "tag": "EMAIL",
           "value": " suhanidixit@example.org",
@@ -54841,6 +54871,12 @@
           "start": 128,
           "end": 137
         },
+        {
+          "tag": "NAME",
+          "value": " Dr. A. Patel",
+          "start": 145,
+          "end": 158
+        },
         {
           "tag": "STREET_ADDRESS",
           "value": " ABC Healthcare, 123 Main St, Anytown",
@@ -58859,6 +58895,12 @@
           "start": 204,
           "end": 221
         },
+        {
+          "tag": "MEDICAL_RECORD_NUMBER",
+          "value": " V1179432",
+          "start": 306,
+          "end": 315
+        },
         {
           "tag": "FIRST_NAME",
           "value": "Olivia",
@@ -58920,6 +58962,12 @@
           "start": 44,
           "end": 73
         },
+        {
+          "tag": "NAME",
+          "value": " Dr Ellie Cross",
+          "start": 76,
+          "end": 91
+        },
         {
           "tag": "NAME",
           "value": " Mrs Yvonne Webster",