| Time: | Tue 5:45 - 9:00 p.m., Loop, room Lewis 1207 |
| Instructor: | Noriko Tomuro, tomuro@cs.depaul.edu |
| Office: | CST 648 (Loop; CDM building 6th floor) |
| Phone: | (312) 362-5218 (Loop) |
| Office Hours: | Tue: 4:30 - 5:30 p.m. (Loop) |
We use textbook slides as the
primary lecture notes. My notes will be used for supplemental materials.
Hard copies will not be distributed in the class.
Students may find it helpful to bring a hard copy of the notes to class.
| Week (date) | Topics |
Textbook slides
(in pdf) |
Notes | Extra material |
| 10 (11/15) |
Genetic Algorithms (cont), Evaluations, Ensemble Learning |
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| 9 (11/8) |
Genetic Algorithms (cont), Clustering, Other Neural Networks |
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| 8 (11/1) |
Guest Speakers:
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| 7 (10/25) | Naive Bayes (cont), Genetic Algorithms (cont) |
Examples from the class:
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| 6 (10/18) | Naive Bayes (cont), Genetic Algorithms |
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| 5 (10/11) | Instance-based Learning, Naive Bayes |
Examples from the class: |
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| 4 (10/4) | Neural Networks
(cont), Instance-based Learning |
Examples from the class: |
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| 3 (9/27) | Neural Networks | ch4-nn.pdf |
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Examples shown in the class: Miscellaneous: |
| 2 (9/20) | Decision Trees (cont.) | n/a | Examples shown in the class: |
|
| 1 (9/13) | Introduction, Decision Trees |
ch3-dtree.pdf | (#1) notes-Intro.html
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Examples shown in the class: |
(*) Textbook errata for printings one and two (postscript, pdf). Make corrections in your copy ASAP.