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Spis treści

Machine Learning with R Cookbook eBook -- spis treści

• 1. R for machine learning, Practical Machine Learning With R
• 2. Data Exploration From The Titanic
• 3. R and Statistics
• 4. Regression
• 5. Classification(I) Tree, Lazy, Probabilistic
• 6. Classification(II) ? Neural Network, SVM
• 7. Model Evaluation
• 8. Ensemble Learning
• 9. Clustering
• 10. Association Analysis
• 11. Dimension Reduction
• 12. Advanced Topic - Big Data Analysis (R and Hadoop)