Regression

cosmos 19th December 2018 at 8:19pm

aka regression

Discriminative Supervised learning where the output value is continuous, and quantiative (i.e. it has an ordering, and a notion of closeness (matrix)).

Notes

Linear regression

Nearest-neighbour classification

Kernel linear regression

Nonlinear regression

Multiclass MLP

Regularizer helps control the model complexity (by constrianing the size of the parameter vector θ\mathbf{\theta}). It can also be seen as adding a prior (in Bayesian statistics)


https://www.wikiwand.com/en/Regression_analysis