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 14.4.1: Distribution of the Data
Section 14.4.2: Number of Examples versus Target Complexity
Section 14.4.3: Number of Examples versus Network Complexity
Section 14.4.4: Noise in the Samples
Section 14.4.5: Model Mismatch and Number of Examples
Section 14.5: The Learning Algorithm
Section 14.6: Other Factors
Section 14.7: Summary