Model: thanhtoan034/setfit-absa-restaurants-aspect-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: food:What is even better, is that the prices are very affordable as well, and the food is really good., cuisine: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., check:Had we been stalling I could understand where they were coming from, but we had been there less than an hour and they hadn't even brought us a check yet!, back waiters:I understand the area and folks you need not come here for the romantic, alluring ambiance or the five star service featuring a sommlier and a complicated maze of captain and back waiters - you come for the authentic foods, the tastes, the experiance., wine selection:The wine selection (by the glass and bottle) is wonderful and I always recommend that friends make a reservation if they're going to be in town.
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 Aspect 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: 0.9223529411764706
name: Accuracy
verified: no, type: f1_micro
value: 0.9223529411764706
name: F1_Micro
verified: no, type: f1_macro
value: 0.9176071107560172
name: F1_Macro
verified: no, type: f1_weighted
value: 0.9215619694397283
name: F1_Weighted
verified: no, type: precision_micro
value: 0.9223529411764706
name: Precision_Micro
verified: no, type: precision_macro
value: 0.9279003267973855
name: Precision_Macro
verified: no, type: recall_micro
value: 0.9223529411764706
name: Recall_Micro
verified: no, type: recall_macro
value: 0.9107843137254902
name: Recall_Macro
verified: no
Likes: 0 | All-time downloads: 37
Created: 2025-04-26 14:34:34