# |
Topic |
mean | median | standard deviation | min | max | max possible |
|
1 |
PAC learning |
48.6 | 50.0 | 5.5 | 34.5 | 54.0 | 55 |
|
2 |
Sample size bounds and VC dimension |
40.9 | 43.0 | 7.2 | 27.0 | 50.0 | 50 |
|
3 |
Learning models & Chernoff |
44.7 | 43.0 | 5.6 | 37.5 | 55.0 | 55 |
|
4 |
Boosting |
49.3 | 50.0 | 5.4 | 39.0 | 55.0 | 55 |
|
5 |
SVM's and On-line Learning |
56.1 | 57.0 | 3.6 | 48.0 | 60.5 | 61 |
|
6 |
Winnow and Widrow-Hoff |
45.3 | 47.0 | 10.1 | 25.0 | 55.0 | 55 |
|
|
Cumulative (HW#1, 2, 3, 4, 5, 6) |
287.7 | 294.0 | 30.2 | 238.0 | 326.5 | 331 |
|
|
Final Project |
8.01 | 7.75 | 0.76 | 7.00 | 9.29 | 10.0 |
Note: statistics do not include extra credit work and also do not include late penalties.