kevinrosalesdev/iml-w2

Implementation of PCA and study of its impact as a dimensionality reduction technique on k-Means algorithm. t-SNE and IncrementalPCA are also used for visualization purposes.

Introduction to Machine Learning - Work 2

Implementation of PCA and study of its impact as a dimensionality reduction technique on k-Means algorithm. t-SNE and IncrementalPCA are also used for visualization purposes.

Datasets

• Mixed: Hypothyorid [Huge]
• Nominal: Kropt [Huge]
• Numerical:Pen-based [Medium]

Tools

• Python 3.6
• PyCharm