ECE 595ML Lecture 17.2: Perceptron - Optimality
ECE 595ML Lecture 17.2: Perceptron - Optimality
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1. Lecture 17.2: Perceptron 2 - O…
0
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2. Outline
11.244577911244578
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3. Non-uniqueness of Global Minim…
25.558892225558893
00:00/00:00 -
4. Optimality of Perceptron Algor…
127.36069402736069
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5. Uniqueness of Perceptron Solut…
260.12679346012681
00:00/00:00 -
6. Factors for Uniqueness
389.38938938938941
00:00/00:00 -
7. Factors for Uniqueness
494.56122789456123
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8. Batch vs Online Mode
528.86219552886223
00:00/00:00 -
9. Online Mode
699.9666332999667
00:00/00:00 -
10. Online Mode
764.56456456456465
00:00/00:00 -
11. Online Mode
789.75642308975648
00:00/00:00 -
12. Online Mode
790.4571237904571
00:00/00:00 -
13. Online Mode
791.257924591258
00:00/00:00 -
14. Online Mode
791.89189189189187
00:00/00:00 -
15. Online Mode
792.59259259259261
00:00/00:00 -
16. Online Mode
795.12846179512849
00:00/00:00 -
17. Batch Mode
875.80914247580915
00:00/00:00 -
18. Batch Mode
879.84651317984651
00:00/00:00 -
19. Online Mode
913.07974641307976
00:00/00:00 -
20. Step Size
925.55889222555891
00:00/00:00 -
21. Step Size
927.19386052719392
00:00/00:00 -
22. Step Size
928.09476142809478
00:00/00:00 -
23. Step Size
928.82882882882882
00:00/00:00 -
24. Step Size
929.92992992992993
00:00/00:00 -
25. Step Size
931.06439773106445
00:00/00:00 -
26. Step Size
931.86519853186519
00:00/00:00 -
27. Linearly Not Separable
967.83450116783456
00:00/00:00 -
28. Linearly Not Separable
1049.6830163496832
00:00/00:00 -
29. Linearly Not Separable
1068.0347013680348
00:00/00:00 -
30. Linearly Not Separable
1069.436102769436
00:00/00:00 -
31. Linearly Not Separable
1071.3046379713046
00:00/00:00 -
32. Linearly Not Separable
1084.7847847847847
00:00/00:00 -
33. Linearly Not Separable
1088.2215548882216
00:00/00:00 -
34. Linearly Not Separable
1090.357023690357
00:00/00:00