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als-collaborative-filtering-model-yambda
Toan-Minh-Duong-Son/als-collaborative-filtering-model-yambda
als-collaborative-filtering-model-yambda 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: 2025-07-23 11:24:44 - Framework: implicit-als - Factors: 334 - Regularization: 0.012561043700013555 - Iterations: 227 - Alpha: 146.3233409588229 - Random State: 42 - Top K Recommenda…
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Public
Updated Jul 23, 2025
Repo size
2.1 GB
Likes
14
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.joblib516 MB · 100%
At a glance
- Access
- Public
- Created
- Jul 19, 2025
- Updated
- Jul 23, 2025
- SHA
- 6033f216
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: 2025-07-23 11:24:44
- Framework: implicit-als
- Factors: 334
- Regularization: 0.012561043700013555
- Iterations: 227
- Alpha: 146.3233409588229
- 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: 0.0337
- test_map_at_k: 0.0032
- test_ndcg_at_k: 0.0378
- best_optuna_map_at_k: 0.0031
- best_optuna_params:
- factors: 334
- regularization: 0.012561043700013555
- iterations: 227
- alpha: 146.3233409588229
- Created
- Jul 19, 2025
- Updated
- Jul 23, 2025