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Making Machine Learning Easy
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Classroom Contents
Automated Quantitative Trait Locus Analysis - CGSI 2023
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- 1 Introduction
- 2 Genetic Architecture
- 3 Quantitative Trait
- 4 Linear Regression
- 5 Machine Learning
- 6 Making Machine Learning Easy
- 7 Automation
- 8 Decisions
- 9 Data
- 10 Feature Engineering
- 11 Feature Selection
- 12 Additive Encoding
- 13 Conceptual Overview
- 14 Code Base
- 15 Expression Tree
- 16 Genetic Programming
- 17 Pareto Optimization
- 18 Biodata Mining
- 19 Rats
- 20 Manhattan Plot
- 21 Pareto Optimal Models
- 22 Pipelines
- 23 Interactions
- 24 Pipeline
- 25 Conclusion
- 26 Review Paper
- 27 AutoQTL
- 28 Location
