L4 Practical aspects of ANN approaches to pattern recognition problems
Lecture slides (Lecture 4 Download Lecture 4)
Date and venue: Jan 25, 8:15-10:00, Lecture hall B2
Session format: Q&A and interactive lecture
Before the lecture |
Please make sure you have watched pre-recorded supplementary video on Error and Optimisation schemes. |
Discussion during the online session: L4 Download L4
After the lecture |
One hour of interactive discussion + one hour of lecture: slides Download slides, video recording. |
Scope, topics covered:
- data preprocessing
- feature extraction, feature selection
- multi-label classification
- evaluation, validation, error measures
Reading material:
- S. Marsland: 7.1, 7.2 (2nd ed.: 13.1,13.2)
- Christopher M. Bishop, Neural Networks for Pattern Recognition. Oxford University Press: ch. 6, 7, 8, 9.6-9.7
- R. Rojas: 9.1.6