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