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kaggle-ICU-readmission-classification1
NgechuJohn/kaggle-ICU-readmission-classification1
kaggle-ICU-readmission-classification1 is a machine learning model from NgechuJohn. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Model type
- t5
- Access
- Public
- Created
- Aug 19, 2024
- Updated
- Aug 27, 2024
- SHA
- 9d7a1fd7
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
kaggle-ICU-readmission-classification1
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2954
- F1: 61.81
- Gen Len: 3.0
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
Framework versions
- Transformers 4.28.1
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.13.3
- Type
- t5
- Created
- Aug 19, 2024
- Updated
- Aug 27, 2024