Model: tner/roberta-base-tweetner7-random
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, roberta, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/roberta-base-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: 0.6404223573969929
verified: no, name: Precision (test_2021)
type: precision
value: 0.6356801093643198
verified: no, name: Recall (test_2021)
type: recall
value: 0.6452358926919519
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.5923474605228576
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5882611136070073
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6009576961702408
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7803730272596844
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7745500113921167
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7862842604371458
verified: no, name: F1 (test_2020)
type: f1
value: 0.6413755458515283
verified: no, name: Precision (test_2020)
type: precision
value: 0.6764536557282671
verified: no, name: Recall (test_2020)
type: recall
value: 0.6097560975609756
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5978359372811374
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6331635922016912
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5696483348245823
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7425607425607427
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.783410138248848
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7057602490918526
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: 0 | All-time downloads: 452
Created: 2022-07-11 00:41:29