language: en | |
tags: | |
- news | |
- classification | |
datasets: | |
- ag_news | |
widget: | |
- text: Venezuela Prepares for Chavez Recall Vote Supporters and rivals warn of possible | |
fraud; government says Chavez's defeat could produce turmoil in world oil market. | |
model-index: | |
- name: mrm8488/distilroberta-finetuned-age_news-classification | |
results: | |
- task: | |
type: text-classification | |
name: Text Classification | |
dataset: | |
name: ag_news | |
type: ag_news | |
config: default | |
split: test | |
metrics: | |
- name: Accuracy | |
type: accuracy | |
value: 0.9471052631578948 | |
verified: true | |
- name: Precision Macro | |
type: precision | |
value: 0.9472413731754281 | |
verified: true | |
- name: Precision Micro | |
type: precision | |
value: 0.9471052631578948 | |
verified: true | |
- name: Precision Weighted | |
type: precision | |
value: 0.947241373175428 | |
verified: true | |
- name: Recall Macro | |
type: recall | |
value: 0.9471052631578948 | |
verified: true | |
- name: Recall Micro | |
type: recall | |
value: 0.9471052631578948 | |
verified: true | |
- name: Recall Weighted | |
type: recall | |
value: 0.9471052631578948 | |
verified: true | |
- name: F1 Macro | |
type: f1 | |
value: 0.9471595046942278 | |
verified: true | |
- name: F1 Micro | |
type: f1 | |
value: 0.9471052631578948 | |
verified: true | |
- name: F1 Weighted | |
type: f1 | |
value: 0.9471595046942278 | |
verified: true | |
- name: loss | |
type: loss | |
value: 0.20311592519283295 | |
verified: true | |
# distilroberta-base fine-tuned on age_news dataset for news classification | |
Test set accuray: 0.94 |