https://github.com/moehmeni/product-category-classifier
Multi-class text classification for e-commerce products using bidirectional LSTM networks
https://github.com/moehmeni/product-category-classifier
category-classification classification multiclass-classification rnn
Last synced: 8 months ago
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Multi-class text classification for e-commerce products using bidirectional LSTM networks
- Host: GitHub
- URL: https://github.com/moehmeni/product-category-classifier
- Owner: moehmeni
- Created: 2022-01-07T17:29:27.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-04-27T13:09:31.000Z (about 2 years ago)
- Last Synced: 2025-09-03T22:41:46.550Z (9 months ago)
- Topics: category-classification, classification, multiclass-classification, rnn
- Language: Jupyter Notebook
- Homepage:
- Size: 4.26 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# product-category-classifier
Multiclass classification using a bidirectional LSTM to guess a category with the given product name.
# Evaluation
- Loss: 0.780
- Accuracy: 0.862
# Download
Note this dataset is for Farsi tokens. You can use your own dataset
- [Dataset](https://drive.proton.me/urls/PTJMDQF4MC#3Q59IBAyLmYU)
- [Trained model](https://drive.proton.me/urls/M94XEST1N0#ZuEEcySMQsrF)