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global-surrogate-method

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amascasadesus / ML-for-Paediatric-Covid-Diagnosis

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A machine learning project developing classification models to predict COVID-19 diagnosis in paediatric patients.

python data-science machine-learning random-forest pipelines hyperparameter-optimization data-preprocessing data-cleaning decision-tree hyperparameter-tuning shapely smote oversampling classification-models model-interpretability classification-algorithms missing-data-imputation model-agnostic-explanations model-optimization global-surrogate-method
  • Updated Jul 21, 2020
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