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Lefteris-Souflas / Modern-Slavery-Analysis

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Jupyter notebook using machine learning techniques to explore the complex drivers of modern slavery. Models from a research paper are replicated and evaluated . Actions also include filling missing data, training regression models, and analyzing feature importance.

random-forest numpy linear-regression scikit-learn jupyter-notebook pandas python3 seaborn imputation matplotlib preprocessing ridge-regression decision-tree principal-component-analysis lasso-regression feature-importance mean-absolute-error grid-search-cv
  • Updated Apr 15, 2024
  • Jupyter Notebook

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