Linear classifiers, logistic regression
Syllabus
Jurafsky and Martin, Speech and language processing, 3rd ed. draft, Oct. 2019
- Ch. 5, Logistic Regression, everything, but
- (for now) sec. 5.5 Regularization (We return to regularization)
Marsland
- ch. 2, sec. 2.1 and sec 2.2.1-2.2.4
Slides
- corrected, 9. May 2020, see Corrections to slides for corrections done