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TEDS_Readmission_random_forest
arian81/TEDS_Readmission_random_forest
TEDS_Readmission_random_forest is a machine learning model from arian81. 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.
Submission for Hacklytics 2024 Datascience Hackthon
Access
Public
Updated Feb 11, 2024
Repo size
513 MB
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Repo makeup
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.joblib513 MB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Feb 11, 2024
- Updated
- Feb 11, 2024
- SHA
- 3f87c64d
Model card
From the Hugging Face model README
Submission for Hacklytics 2024 Datascience Hackthon
Training
Random forest model trained on TEDS(TREATMENT EPISODE DATA SET ADMISSIONS) dataset. Random search was employed to hyperparamter fine tune the model.
Results
An accuracy of 74% was achieved with lots of potential to increase accuracy by fruther cleaning the input data set and feature engineering.
Most important features
- License
- mit
- Created
- Feb 11, 2024
- Updated
- Feb 11, 2024