model-liver-disease-prediction

Model description

This model was created following the instructions in the following Kaggle notebook:

https://www.kaggle.com/code/michalbrezk/xgboost-classifier-and-hyperparameter-tuning-85

The possible classified predictions are: 'Non liver patient', 'Liver patient'

The predictors are: age, gender, total_bilirubin, alkaline_phosphotase, alamine_aminotransferase, albumin_and_globulin_ratio

Intended uses & limitations

This model follows the limitations of the Apache 2.0 license.

Hyperparameters

<details> <summary> Click to expand </summary> </details>

Model Plot

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Evaluation Results

Model description/Evaluation Results/Classification report

How to Get Started with the Model

To use the AI model run the following code on Google Colab:

https://colab.research.google.com/drive/1OKyEMTrrBqjdc9_3wgnn_ZHaRYMmr7mx?usp=sharing