Add evaluation results on the ncbi_disease config and test split of chintagunta85/ncbi_disease

README.md

@@ -1,5 +1,5 @@
 ---
-language: "en"
+language: en
 license: apache-2.0
 tags:
 - token-classification
@@ -15,6 +15,48 @@ datasets:
 - drAbreu/bc4chemd_ner
 - linnaeus
 - chintagunta85/ncbi_disease
+model-index:
+- name: sschet/biobert_diseases_ner
+  results:
+  - task:
+      type: token-classification
+      name: Token Classification
+    dataset:
+      name: chintagunta85/ncbi_disease
+      type: chintagunta85/ncbi_disease
+      config: ncbi_disease
+      split: test
+    metrics:
+    - type: accuracy
+      value: 0.9362988033361538
+      name: Accuracy
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTBiNDAwM2IyNWM0ZWNmYTdhYWQyNjk3NDMwOWFjMTQxMWNhMWNmODg5MzZjYTU3MmMwYmIxMzMyYzUzNDAyNiIsInZlcnNpb24iOjF9.VTE-MmXn0pX191rcV8r68Z-AYMTR_Ev9uPJulj-PALo1McjtYE1z1Abtdrfscm83vyhR_w-GzsOb6MuG-B0xDA
+    - type: precision
+      value: 0.25534079348931843
+      name: Precision
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGNmMjU1YTdmNzRiM2MwN2I3YTQwNTk4MmI0YTIxYWU1ODViYjZjYzNlZTFlY2JhMjFhOTNmZjY4NWU3OTUxMiIsInZlcnNpb24iOjF9.m0Vz_BGjosNn76cQ-LgwqdhW60KqBulejuqyFuLwZd8Ier7ywLKgURQUq9PxtXDqS4d6Cbj27UWQ-RSBEEMyAg
+    - type: recall
+      value: 0.11028119507908611
+      name: Recall
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGNlZWRmYmU0YzY3YzdiYWIzYTZlNjMzOWFkNTk4ZDY2MzU0YjJjMzUxYTFlYzk5YzRjZGJiZTE1ZDhhYmY4YiIsInZlcnNpb24iOjF9.9KinjhfqlNydC4C-cuD_1mFLb8pwi82lsTaR2YMSh0vQy2Jt0dEoU3mFbOA3qctnZlGGvvRTZqJvvql6HCijAw
+    - type: auc
+      value: NaN
+      name: AUC
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjQ2ODllNGQzYjgyZmI2NGJmMmE2YWIxYWQxMzQwYmFhNDk5OWU2ZDEyYWM1NjQzMjhhY2NiYTU5MmM0YzU4MSIsInZlcnNpb24iOjF9.TcteHvWWulEQQLDgPlEM3BHq4i_75_is6MtVAxsLS_hz2QlWa9-mIN90KOztp-ismHkH1ciQmS46bdq-fn7cBQ
+    - type: f1
+      value: 0.15403498005523167
+      name: F1
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjc5ZTkwYWM2MzNlZjFmOWJkZTFhYWFkODQ0NDM1NGRiMzRlYjYwODExM2I0ZWU4MDZjYTUzOWIyMThhM2U0MiIsInZlcnNpb24iOjF9._Hr1AWhj7EHAEZPn0kn-BmJuMVVAUnUipwbGDtUre7n2wNiJmv0oRcsMOx1AtdQ9WXAY0KAYtmWYUyPHyJPpDg
+    - type: loss
+      value: 0.5614550113677979
+      name: loss
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTVlYmJhYTMzMDg5ZWIxYzA2NmM3YjA4MGYwNzg2OWEyMzNiZTRjYzdmZjAyMzAyMDE1MTc5YjcwMTBiMzBhZSIsInZlcnNpb24iOjF9.XMC2Nvx-qyfGddHCXWRk2l4CuAjjUCBtmSd_Eg6r1OFcmXCSfrM4oJ3JksZ2APNawrtNqfflDdja0uQJCXI_BA
 ---
 BioBERT model fine-tuned in NER task with BC5CDR-diseases and NCBI-diseases corpus