Lecture 5: Interval Estimation (ML4LT)

Topics: inferential statistics, statistical inference, language technology, interval estimation, confidence interval, standard error, confidence level, z critical value, confidence interval for proportion, confidence interval for the mean, multiplier, Lecture 5: Interval Estimation from Marina Santini Bookmark on Delicious Recommend on…

Lecture 4: Decision Trees (Part 2) (ML4LT)

Topics: attribute selection, constructing decision trees, decision trees, divide and conquer, entropy, gain ratio, information gain, machine leaning, pruning, rules, suprisal Lecture 4 Decision Trees (2): Entropy, Information Gain, Gain Ratio from Marina Santini Bookmark on Delicious Recommend on Facebook…

Book Review: Sequences in Language and Text (2015)

Book review by Marina Santini in publication on the LinguistList — http://linguistlist.org/issues/27/27-1505.html — Book announced at http://linguistlist.org/issues/26/26-2205.html EDITOR: George K. Mikros EDITOR: Ján Macutek TITLE: Sequences in Language and Text SERIES TITLE: Quantitative Linguistics [QL] 69 PUBLISHER: De Gruyter Mouton…

Lecture 3b: Decision Trees (Part 1) (ML4LT)

Decision Treee

slideshare presentation: http://www.slideshare.net/marinasantini1/lecture-3b-decision-trees-1-part Topics: Greediness, Divide and Conquer, Inductive Bias of the Decision Tree, Loss function, Expected loss, Empirical error, Induction. Bookmark on Delicious Recommend on Facebook Share on Linkedin Tweet about it Subscribe to the comments on this post