'Oliver schulte machine learning' diaporamas de présentation

Bayes Net Learning

436 views • 31 slides

Decision Tree Classifiers

Decision Tree Classifiers. Oliver Schulte Machine Learning 726. Overview. Decision Tree. Popular type of classifier. Easy to visualize. Especially for discrete values, but also for continuous. Learning: Information Theory . Decision Tree Example. Exercise.

439 views • 19 slides

Nonparametric Methods: Nearest Neighbors

Nonparametric Methods: Nearest Neighbors. Oliver Schulte Machine Learning 726. Instance-based Methods. Model-based methods: estimate a fixed set of model parameters from data. compute prediction in closed form using parameters. Instance-based methods:

465 views • 17 slides

348 views • 13 slides