week--13 & 14

Bayesian Classification: Bayesian classification is based on Bayes' Theorem. Bayesian classifiers are the statistical classifiers. Bayesian classifiers can predict class membership probabilities such as the probability that a given tuple belongs to a particular class.

Linear Regression: In statistics, linear regression is a linear approach to modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables). The case of one explanatory variable is called simple linear regression.

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classification-algorithms.ppt (0.38 MB )

machine-learning-lecture2.pptx (5.28 MB )

linear-regression-with-multiple-variables.pptx (1.53 MB )