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Basic Question 4 of 8
A SVM algorithm will choose a discriminant boundary that optimizes the trade-off between ______.
II. a smaller number of dimensions
III. a lower total error penalty.
IV. a smaller data set.
I. a wider margin
II. a smaller number of dimensions
III. a lower total error penalty.
IV. a smaller data set.
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Learning Outcome Statements
describe supervised machine learning algorithms - including penalized regression, support vector machine, k-nearest neighbor, classification and regression tree, ensemble learning, and random forest - and determine the problems for which they are best suited;
CFA® 2025 Level II Curriculum, Volume 1, Module 6.