EPSRC Winter School in Mathematics for Data Modelling

Introduction to Support Vector Machines

author: Colin Campbell, University of Bristol

Description

This first presentation introduces support vector machines.

Categories

Top: Computer Science: Machine Learning
Top: Computer Science: Machine Learning: Kernel Methods: Support Vector Machines

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*Slides*
0:00	Introduction to Support Vector Machines
2:20	Outline of talk - 1
2:56	Outline of talk - 2
3:59	Advantages of SVMs - 1
5:13	Advantages of SVMs - 2
7:23	SVMs for Binary Classification - 1
8:40	SVMs for Binary Classification - 2
10:06	SVMs for Binary Classification - 3
10:47	- Questions
14:01	SVMs for Binary Classification - 5
15:40	SVMs for Binary Classification - 6
15:41	SVMs for Binary Classification - 5
16:12	SVMs for Binary Classification - 6
16:35	SVMs for Binary Classification - 4
17:02	SVMs for Binary Classification - 6
17:04	SVMs for Binary Classification - 7
17:11	SVMs for Binary Classification - 6
17:25	SVMs for Binary Classification - 4
17:46	SVMs for Binary Classification - 7
18:19	SVMs for Binary Classification - 4
18:39	SVMs for Binary Classification - 7
18:49	SVMs for Binary Classification - 8
18:50	SVMs for Binary Classification - 7
19:00	SVMs for Binary Classification - 8
19:13	SVMs for Binary Classification - 9
19:24	SVMs for Binary Classification - 10
20:39	SVMs for Binary Classification - 9
21:08	SVMs for Binary Classification - 8
21:37	SVMs for Binary Classification - 9
21:54	SVMs for Binary Classification - 10
22:08	SVMs for Binary Classification - 11
22:10	SVMs for Binary Classification - 10
22:12	SVMs for Binary Classification - 9
22:50	SVMs for Binary Classification - 11
24:35	SVMs for Binary Classification - 12
26:27	SVMs for Binary Classification - 13
26:44	SVMs for Binary Classification - 12
27:00	SVMs for Binary Classification - 13
27:01	SVMs for Binary Classification - 14
28:51	SVMs for Binary Classification - 15
29:02	- Questions
31:18	SVMs for Binary Classification - 15
31:19	SVMs for Binary Classification - 14
31:33	SVMs for Binary Classification - 15
32:33	SVMs for Binary Classification - 10
33:02	SVMs for Binary Classification - 15
34:18	SVMs for Binary Classification - 16
35:02	SVMs for Binary Classification - 17
38:09	SVMs for Binary Classification - 14
38:37	SVMs for Binary Classification - 17
39:31	SVMs for Binary Classification - 18
39:34	- Questions
40:28	SVMs for Binary Classification - 18
40:48	SVMs for Binary Classification - 19
41:35	SVMs for Binary Classification - 20
41:45	- Questions
44:19	SVMs for Binary Classification - 22
46:30	SVMs for Binary Classification - 23
46:38	SVMs for Binary Classification - 24
48:22	SVMs for Binary Classification - 25
48:33	SVMs for Binary Classification - 26
49:31	SVMs for Binary Classification - 27
50:01	SVMs for Binary Classification - 28
50:47	SVMs for Binary Classification - 29
50:49	SVMs for Binary Classification - 28
50:51	SVMs for Binary Classification - 29
51:12	SVMs for Binary Classification - 30

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