Model: thanhtoan034/setfit-absa-restaurants-polarity-improve
Author: thanhtoan034
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, bert, absa, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: setfit, absa, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: - they use fresh mozzarella instead of the:The pizza is delicious - they use fresh mozzarella instead of the cheap, frozen, shredded cheese common to most pizzaria's., refinement:  Food, though somewhat:An oasis of refinement:  Food, though somewhat uneven, often reaches the pinnacles of new American fine cuisine - chef's passion (and kitchen's precise execution) is most evident in the fish dishes and soups., We had the lobster sandwich and it was:We had the lobster sandwich and it was FANTASTIC., The fish is fresh but:The fish is fresh but the variety of fish is nothing out of ordinary., with classic upscale Italian decor.:Nice restaurant overall, with classic upscale Italian decor.
metrics: accuracy, f1_micro, f1_macro, f1_weighted, precision_micro, precision_macro, recall_micro, recall_macro
pipeline_tag: text-classification
library_name: setfit
inference: no
base_model: sentence-transformers/all-MiniLM-L6-v2
model-index: name: SetFit Polarity Model with sentence-transformers/all-MiniLM-L6-v2
results: task: type: text-classification
name: Text Classification
dataset: name: Unknown
type: unknown
split: test
metrics: type: accuracy
value: 0.8235294117647058
name: Accuracy
verified: no, type: f1_micro
value: 0.8235294117647058
name: F1_Micro
verified: no, type: f1_macro
value: 0.5398612516259576
name: F1_Macro
verified: no, type: f1_weighted
value: 0.7970379942698282
name: F1_Weighted
verified: no, type: precision_micro
value: 0.8235294117647058
name: Precision_Micro
verified: no, type: precision_macro
value: 0.5931521739130434
name: Precision_Macro
verified: no, type: recall_micro
value: 0.8235294117647058
name: Recall_Micro
verified: no, type: recall_macro
value: 0.5183766529867762
name: Recall_Macro
verified: no
Likes: 0 | All-time downloads: 10
Created: 2025-04-26 14:34:40