Model: rmtariq/malaysian-priority-classifier
Author: rmtariq
Pipeline: text-classification
Library: custom
Tags: custom, rule-based-classifier, text-classification, malaysian, malay, bahasa-malaysia, priority-classification, government, economic, law, danger, social-media, news-classification, content-moderation, rule-based, keyword-matching, southeast-asia, ms, en, dataset:facebook-social-media, dataset:malaysian-social-posts, license:mit, model-index, region:us
Card metadata: language: ms, en
license: mit
base_model: rule-based
library_name: custom
pipeline_tag: text-classification
tags: text-classification, malaysian, malay, bahasa-malaysia, priority-classification, government, economic, law, danger, social-media, news-classification, content-moderation, rule-based, keyword-matching, southeast-asia
datasets: facebook-social-media, malaysian-social-posts
metrics: accuracy, precision, recall, f1
widget: text: Perdana Menteri Malaysia mengumumkan dasar ekonomi baharu untuk tahun 2025
example_title: Government Example, text: Bank Negara Malaysia menaikkan kadar faedah asas sebanyak 0.25%
example_title: Economic Example, text: Mahkamah Tinggi memutuskan kes rasuah melibatkan bekas menteri
example_title: Law Example, text: Banjir besar melanda negeri Kelantan, ribuan penduduk dipindahkan
example_title: Danger Example, text: Kementerian Kesihatan Malaysia melaporkan peningkatan kes COVID-19
example_title: Mixed Example
model-index: name: malaysian-priority-classifier
results: task: type: text-classification
name: Text Classification
dataset: type: social-media
name: Malaysian Social Media Posts
args: ms
metrics: type: accuracy
value: 0.91
name: Accuracy
verified: no, type: precision
value: 0.89
name: Precision (macro avg)
verified: no, type: recall
value: 0.88
name: Recall (macro avg)
verified: no, type: f1
value: 0.885
name: F1 Score (macro avg)
verified: no
Likes: 0 | All-time downloads: 41
Created: 2025-06-22 13:41:59