Model: tner/twitter-roberta-base-dec2021-tweetner7-random
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/twitter-roberta-base-dec2021-tweetner7-random
results: task: name: Token Classification
type: token-classification
dataset: name: tner/tweetner7
type: tner/tweetner7
args: tner/tweetner7
metrics: name: F1 (test_2021)
type: f1
value: 0.6321284238886395
verified: no, name: Precision (test_2021)
type: precision
value: 0.6142015706806283
verified: no, name: Recall (test_2021)
type: recall
value: 0.6511332099907493
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.583682304736069
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5654677691354458
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6047150410746663
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7703620544484986
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7484729493891797
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7935700242858795
verified: no, name: F1 (test_2020)
type: f1
value: 0.6368775235531628
verified: no, name: Precision (test_2020)
type: precision
value: 0.6616331096196868
verified: no, name: Recall (test_2020)
type: recall
value: 0.6139076284379865
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5976605759407211
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6177069721428509
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5812570646484104
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7542395693135936
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7835570469798657
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7270368448365335
verified: no
pipeline_tag: token-classification
widget: text: Get the all-analog Classic Vinyl Edition of `Takin' Off` Album from {@herbiehancock@} via {@bluenoterecords@} link below: {{URL}}
example_title: NER Example 1
Likes: 2 | All-time downloads: 34769
Created: 2022-07-11 16:45:35