Data Mining: Module I: Classification (Test 1 will be based on all of these!)
|
Topic |
Link to slides |
Read (covered in class) |
Reading on your own (included for test) |
Suggested Practice problems |
|
Classification: basic concepts |
basics.pdf (09/28/2020) |
Chapter 3,1, 3.2 | 1.7.1, 1.7.2, 1.7.3 | |
| Data Types | data types.pdf | Chapter 2.1, 2,2, 2.3 | 2.6.1, 2.6.2 | |
| Similarity | similarity.pdf | Chapter 2.4.1 to 2.4.4 | 2.6.3, 2.6.21 | |
|
Decisoin Trees |
(09/28/2020 ) |
Chapter 3.3 chapter 4.11 |
3.6, 4.11.2 |
3.11.1, 3.11.2, 3.11.3, 3.11.6, 3.11.12 4.17.(a), 4.17.(b) |
|
Naive Bayes |
(09/28/2020 ) |
Chapter 4.4 | ||
| module 1 summary + test1 details | summary_test1 |