Let P(A), P(B) be the probabilities of A and B respectively. Let P(A|B) be the conditional probability of A given B and P(B|A) be the probability of B given A. Then, Bayes' theorem states:
P(A|B)=(P(B|A) * P(A))/P(B).
- Preface
- Classification Using K Nearest Neighbors
- Naive Bayes
- Decision Trees
- Random Forest
- Clustering into K Clusters
- Regression
- Time Series Analysis
- Statistics
- R Reference
- Python Reference
- Glossary of Algorithms and Methods in Data Science
Bayesian Inference
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