Hlearn

entities · 2 notes linked

Related: Machine Learning · Weka · Cross Validation · Abstract Algebra · Gaussian Distribution · Monoids

Notes

• Gausian distributions form a monoid — Abstract algebra monoid and group structure enables parallelizable ML training
• HLearn cross-validates >400x faster than Weka — Algebraic structure exploits cut cross-validation from Θ(kn) to Θ(n)