ncordon / undergraduate-dissertation

Final career project on PAC theory and imbalanced datasets

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Final degree project on PAC learning math theory and imbalance preprocessing algorithms

Probably Approximately Correct Learning

Written in Spanish.

Useful resources on the topic

• Shai Shalev-Shwartz and Shai Ben-David's book: Understanding Machine Learning
• Shai Ben-David's youtube channel with lessons based on the book.

imbalance package

I am developing an R package called imbalance to balance binary class datasets (mostly containing oversampling algorithms)