Machine Learning: Linear Discriminant Functions I (Di, 28.04.2015)

Anmeldung erforderlich

RWTH

Für RWTH-Angehörige und aus dem RWTH-Netz verfügbar

Anmelden

Beschreibung:

Linear Discriminant Functions, Least-squares Classification, Generalized Linear Models

Kapitel:

00:01:48
Recap: Mixture Models
00:11:42
Linear Discriminant Functions
00:32:22
Extension to Multiple Classes
00:42:10
further questions on the linear discriminant model
00:48:50
Least-Squares Classification
01:03:05
Problems with Least Squares
01:10:35
Generalized Linear Models
01:15:53
Relationship to Neural Networks