Index

A

• Akaike information criterion (AIC) / Laplace approximation
• allele frequencies
  • about / Beta distribution
• arm package
  • about / The arm package
• association rule mining
  • about / An overview of common machine learning tasks

B

• Bayesian averaging
  • about / Bayesian averaging
• Bayesian classification models
  • exercises / Exercises
• Bayesian inference
  • Bayesian view of uncertainty / Bayesian view of uncertainty
  • exercises / Exercises
  • for machine learning / Why Bayesian inference for machine learning?
• Bayesian information criterion (BIC) / Laplace approximation
• Bayesian logistic regression model
  • about / The Bayesian logistic regression model
  • BayesLogit R package / The BayesLogit R package
  • dataset / The dataset
  • training, preparing for / Preparation of the training and testing datasets
  • datasets testing, preparing for / Preparation of the training and testing datasets
  • using / Using the Bayesian logistic...