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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
Current Section Section 14.4: The Training Data
Select Subsection Section 14.4.1: Distribution of the Data
Select Subsection Section 14.4.2: Number of Examples versus Target Complexity
Select Subsection Section 14.4.3: Number of Examples versus Network Complexity
Select Subsection Section 14.4.4: Noise in the Samples
Select Subsection Section 14.4.5: Model Mismatch and Number of Examples
Select Section Section 14.5: The Learning Algorithm
Select Section Section 14.6: Other Factors
Select Section Section 14.7: Summary