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als-collaborative-filtering-model
Toan-Minh-Duong-Son/als-collaborative-filtering-model
als-collaborative-filtering-model is a machine learning model from Toan-Minh-Duong-Son. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
- Tên: alsmodel - Ngày huấn luyện: 2025-07-24 02:09:51 - Framework: implicit-als - Factors: 858 - Regularization: 0.0007068974950624604 - Iterations: 107 - Alpha: 92.51885041686347 - Random State: 42 - Top K Recommend…
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Public
Updated Jul 24, 2025
Repo size
386 MB
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11
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At a glance
- Access
- Public
- Created
- Jul 9, 2025
- Updated
- Jul 24, 2025
- SHA
- 2f00a399
Model card
From the Hugging Face model README
Mô hình Collaborative Filtering (ALS) cho EchoVerse (YAMBDA Dataset)
Thông tin mô hình
- Tên: als_model
- Ngày huấn luyện: 2025-07-24 02:09:51
- Framework: implicit-als
- Factors: 858
- Regularization: 0.0007068974950624604
- Iterations: 107
- Alpha: 92.51885041686347
- Random State: 42
- Top K Recommendations: 10
- Train Ratio: 0.6
- Validation Ratio: 0.2
- Test Ratio: 0.2
Hiệu suất mô hình
- test_precision_at_k: 0.0520
- test_map_at_k: 0.0006
- test_ndcg_at_k: 0.0520
- best_optuna_map_at_k: 0.0008
- best_optuna_params:
- factors: 858
- regularization: 0.0007068974950624604
- iterations: 107
- alpha: 92.51885041686347
- Created
- Jul 9, 2025
- Updated
- Jul 24, 2025