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Projects in Awesome Lists tagged with dimensionality-reduction-technique
A curated list of projects in awesome lists tagged with dimensionality-reduction-technique .
https://github.com/mohammad95labbaf/umap_breast_cancer
This repository explores the interplay between dimensionality reduction techniques and classification algorithms in the realm of breast cancer diagnosis. Leveraging the Breast Cancer Wisconsin dataset, it assesses the impact of various methods, including PCA, Kernel PCA, LLE, UMAP, and Supervised UMAP, on the performance of a Decision Tree.
breast-cancer-wisconsin decision-tree decision-tree-classifier dimensionality-reduction dimensionality-reduction-technique eda expolatory-data-analysis kernel-pca lle locally-linear-embedding principal-component-analysis umap
Last synced: 14 Nov 2024
