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Classroom Contents
Detecting Cancer with RBF Networks Trained by Genetic Algorithms
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- 1 Intro
- 2 Jeff Heaton
- 3 Problem Definition
- 4 What is Machine Learning?
- 5 Input and Output Format
- 6 Classification & Regression
- 7 How do Models Work?
- 8 Linear Regression The general form of linear regression is
- 9 Temperature Conversion Model
- 10 Training the Model
- 11 Non-Differentiable Models
- 12 Beyond Linear Regression
- 13 Model Similarities
- 14 RBF Neural Network
- 15 Radial Basis Functions
- 16 Gaussian RBF Graph
- 17 RBF Network Diagram
- 18 RBF Network Calculation
- 19 Mutation
- 20 Crossover
- 21 Advanced GA's
- 22 Using my GA Utility
- 23 Artificial Intelligence for Humans
