Model: tner/twitter-roberta-base-dec2020-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/twitter-roberta-base-dec2020-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: 0.647180429539451
verified: no, name: Precision (test_2021)
type: precision
value: 0.6428245493953912
verified: no, name: Recall (test_2021)
type: recall
value: 0.651595744680851
verified: no, name: Macro F1 (test_2021)
type: f1_macro
value: 0.599724784991918
verified: no, name: Macro Precision (test_2021)
type: precision_macro
value: 0.5927116702269455
verified: no, name: Macro Recall (test_2021)
type: recall_macro
value: 0.6075992592680901
verified: no, name: Entity Span F1 (test_2021)
type: f1_entity_span
value: 0.7828633779360248
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7775496235455168
verified: no, name: Entity Span Recall (test_2021)
type: recall_entity_span
value: 0.7882502602058518
verified: no, name: F1 (test_2020)
type: f1
value: 0.6469310157523085
verified: no, name: Precision (test_2020)
type: precision
value: 0.6786324786324787
verified: no, name: Recall (test_2020)
type: recall
value: 0.6180591593149974
verified: no, name: Macro F1 (test_2020)
type: f1_macro
value: 0.6053228739595288
verified: no, name: Macro Precision (test_2020)
type: precision_macro
value: 0.6353958642029116
verified: no, name: Macro Recall (test_2020)
type: recall_macro
value: 0.5799081543030431
verified: no, name: Entity Span F1 (test_2020)
type: f1_entity_span
value: 0.7593699076588811
verified: no, name: Entity Span Precision (test_2020)
type: precision_entity_span
value: 0.7965811965811965
verified: no, name: Entity Span Recall (test_2020)
type: recall_entity_span
value: 0.7254800207576544
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: 516
Created: 2022-07-11 18:48:44