Model: abullard1/albert-v2-steam-review-constructiveness-classifier
Author: abullard1
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, albert, text-classification, steam-reviews, BERT, albert-base-v2, sentiment-analysis, constructiveness, gaming, fine-tuned, en, dataset:abullard1/steam-reviews-constructiveness-binary-label-annotations-1.5k, base_model:albert/albert-base-v2, base_model:finetune:albert/albert-base-v2, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: albert/albert-base-v2
Card metadata: license: mit
license_link: https://mit-license.org/
datasets: abullard1/steam-reviews-constructiveness-binary-label-annotations-1.5k
language: en
base_model: albert/albert-base-v2
pipeline_tag: text-classification
library_name: transformers
tags: steam-reviews, BERT, albert-base-v2, text-classification, sentiment-analysis, constructiveness, gaming, sentiment-analysis, text-classification, fine-tuned
developers: Samuel Ruairí Bullard, Marco Schreiner
thumbnail: https://i.ibb.co/Ky0wcYy/abullard1-steam-review-constructiveness-classifier-logo-modified-1.png
spaces: abullard1/steam-review-constructiveness-classifier
inference: yes
widget: text: Review: I think this is a great game but it still has some room for improvement., Playtime: 12, Voted Up: True, Upvotes: 1, Votes Funny: 0
example_title: Constructive Review, text: Review: Trash game. Deleted., Playtime: 1, Voted Up: False, Upvotes: 0, Votes Funny: 0
example_title: Non-Constructive Review
model-index: name: albert-v2-steam-review-constructiveness-classifier
results: task: type: text-classification
dataset: name: abullard1/steam-reviews-constructiveness-binary-label-annotations-1.5k
type: abullard1/steam-reviews-constructiveness-binary-label-annotations-1.5k
metrics: name: Accuracy
type: accuracy
value: 0.796
verified: no, name: Precision
type: precision
value: 0.8
verified: no, name: Recall
type: recall
value: 0.818
verified: no, name: F1-score
type: f1
value: 0.794
verified: no
Likes: 1 | All-time downloads: 995
Created: 2024-10-02 18:19:09