Model: tner/bert-base-tweetner7-random
Author: tner
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, bert, token-classification, dataset:tner/tweetner7, model-index, endpoints_compatible, region:us
Card metadata: datasets: tner/tweetner7
metrics: f1, precision, recall
model-index: name: tner/bert-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: 0.609117361784675
verified: no, name: Precision (test_2021)
type: precision
value: 0.6011938281337988
verified: no, name: Recall (test_2021)
type: recall
value: 0.6172525439407955
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.559165089199025
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5499368578582033
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.5694430718770875
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7572194954913822
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7474929577464788
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7672024979761767
verified: no, name: F1 (test_2020)
type: f1
value: 0.6103825136612021
verified: no, name: Precision (test_2020)
type: precision
value: 0.6445470282746683
verified: no, name: Recall (test_2020)
type: recall
value: 0.5796574987026466
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.5675359874657813
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6021803835272678
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5387624182505003
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7273224043715847
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7680323139065205
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.6907109496626881
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: 432
Created: 2022-07-11 10:46:05