home | library | feedback |
Our modest library contains some writings that try to document the things you encounter in B-Course. The texts in library are meant to be technically easy and when things start to be difficult or thechnical we usually give up and give the references to books and articles that contain more rigorous explanations.
» What is B-Course trying to achieve?
» We are not responsible
» Who are these Bayesians anyway?
» On Bayesian probability
» Data format specification
» Handling missing data
» Discretization
» Effect of data size
» What does dependence modeling mean?
» What kind of models are we talking about?
» What is dependency?
» How many models are there?
» Some dependency models are left out
» Naive causal models
» Not so naive causal models
» Predicting with dependency model
» Searching for the best model
» Probability of models
» Why search for single best model?
» Data format specification
» Discretization
» Effect of data size
» What does classification modeling mean?
» What kind of models are we talking about?
» How many models are there?
» Predicting with classification model
» Searching for the best model
» Predictive accuracy of models
» Why search for single best model?
B-Course, version 2.0.0 |