Previous Chapter Back to Book List Table of Contents Next Chapter
Chapter 14 Contents
Select Section Section 14.1: Definitions
Select Section Section 14.2: The Need for Additional Information
Select Section Section 14.3: Network Complexity versus Target Complexity
Select Section Section 14.4: The Training Data
Current Section Section 14.5: The Learning Algorithm
Select Subsection Section 14.5.1: Limitations of the Learning Algorithm
Select Subsection Section 14.5.2: Bias of the Learning Algorithm
Select Subsection Section 14.5.3: Learning Dynamics: Overtraining/Overfitting
Select Section Section 14.6: Other Factors
Select Section Section 14.7: Summary