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classical_automl_model
jennifee/classical_automl_model
classical_automl_model is a machine learning model from jennifee. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is a AutoML for classical machine learning model trained on a student sleeping habits dataset. It achieves the following results on the evaluation set: - Accuracy: 0.83 - F1: 0.75
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Updated Sep 21, 2025
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At a glance
- License
- mit
- Access
- Public
- Created
- Sep 20, 2025
- Updated
- Sep 21, 2025
- SHA
- 98650397
Model card
From the Hugging Face model README
classical_automl_model
This is a AutoML for classical machine learning model trained on a student sleeping habits dataset. It achieves the following results on the evaluation set:
- Accuracy: 0.83
- F1: 0.75
Model description
This model evaluates tabular data of student sleeping habits. This model was developed with AutoGluon's TabularPredictor.
Intended uses & limitations
This model aims to identify if a student uses their phone before bed based on their sleeping habits. It is not intended for any other purposes.
Training and evaluation data
This model was trained and evaluated on the original and augmented tabular datasets of student sleeping habits. These were sourced from Iris314/Students_sleep_tabular
- License
- mit
- Languages
- en
- Created
- Sep 20, 2025
- Updated
- Sep 21, 2025