(8) For support vector machine methods, which of the following statements are true(select all correct answers) a) The goal of support vector machine is to minimize the gap between two classes of data. b) The soft margin technique is used to map none linear separable data to linear separable space. c) The margin between two classes are decided by support vectors. d) If some outliers make two classes of data not linear separable, we can use the kernel method to move data at a cost to make linear data separable.
(8) For support vector machine methods, which of the following statements are true(select all correct answers) a) The goal of support vector machine is to minimize the gap between two classes of data. b) The soft margin technique is used to map none linear separable data to linear separable space. c) The margin between two classes are decided by support vectors. d) If some outliers make two classes of data not linear separable, we can use the kernel method to move data at a cost to make linear data separable.
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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Transcribed Image Text:(8) For support vector machine methods, which of the following statements are true(select all
correct answers)
a) The goal of support vector machine is to minimize the gap between two classes of data.
b) The soft margin technique is used to map none linear separable data to linear separable
space.
c) The margin between two classes are decided by support vectors.
d) If some outliers make two classes of data not linear separable, we can use the kernel
method to move data at a cost to make linear data separable.
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