Linear Classifications Problems

Classifications

• Each document is considered as a data point.

Naive Bays

• simple
• used to compute computational oribabikiutues given

Logistical Regression

-- an error-driven learning approach

Perceptron

Support Vector Machines

• given that the data is separable find a hyperplane that maximizes the margin between the positive and the negative