'Overfitting' presentation slideshows

659 views • 50 slides

Machine Learning

Machine Learning. Lecture 4 Multilayer Perceptrons. w 0. w 0. x 1. x 1. w 1. w 1. x 2. x 2. w n. w n. x n. x n. Limitations of Single Layer Perceptron. Only express linear decision surfaces. y. y. Nonlinear Decision Surfaces.

599 views • 43 slides

Dysfunctional Adiposity and the Risk of Prediabetes and Type 2 Diabetes in Obese Adults

Dysfunctional Adiposity and the Risk of Prediabetes and Type 2 Diabetes in Obese Adults. James A de Lemos, MD University of Texas Southwestern Medical Center. Study Rationale. Increasing rates of diabetes and obesity have contributed to a slowed decline in CVD. 1

568 views • 41 slides

Learning From Observations

Learning From Observations. Inductive Learning Decision Trees Ensembles. Outline. Learning agents Inductive learning Decision tree learning. Learning. Learning is essential for unknown environments, i.e., when designer lacks omniscience

469 views • 35 slides

CMSC 463 Fall 2010

407 views • 32 slides