Hyperparameters

2 items

DOC↑ trendingReddit r/MachineLearning·27d ago

Built Support Vector Machine(SVM) from scratch in Rust [P]

A developer built a Support Vector Machine (SVM) classifier from scratch in Rust, incorporating SMO optimization, linear and RBF kernels, and hyperparameter tuning via grid search. The SVM was tested on Banknote Authentication and Breast Cancer datasets, achieving high accuracy scores.

support-vector-machine Optimization machine learning Hyperparameters

RESEARCHWeights & Biases·11/5/2019

Exploring Deep Learning Hyperparameters with Random Forests

This content explores methods for optimizing deep learning models by investigating their hyperparameters. It specifically leverages the capabilities of Random Forests to systematically analyze and fine-tune these critical parameters.

Random Forests deep learning Hyperparameters Machine Learning Optimization