Index
Index of topics covered this week
(A full index to the course appears at the end of Week 1.)
| Topic | Step | |
|---|---|---|
| Datasets | Breast-cancer | 3.11, 3.12, 3.14 |
| Diabetes | 3.4 | |
| Glass | 3.5, 3.13, 3.14 | |
| Iris | 3.3 | |
| Weather | 3.2, 3.4, 3.5, 3.6, 3.9, 3.11 | |
| Classifiers | IBk | 3.13, 3.14 |
| J48 | 3.9, 3.10, 3.11, 3.12 | |
| NaiveBayes | 3.6, 3.7 | |
| OneR | 3.2, 3.3, 3.4, 3.5 | |
| Filters | AddNoise | 3.14 |
| Copy | 3.7 | |
| Plus … | Baseline accuracy | 3.3 |
| Bayes theorem | 3.6 | |
| Classify panel “More options” | 3.10, 3.15 | |
| Cross-validation | 3.15 | |
| Decision trees | 3.9, 3.10, 3.11 | |
| Information gain | 3.9 | |
| Output model | 3.10 | |
| Output predictions | 3.10, 3.15 | |
| Overfitting | 3.4, 3.5 | |
| Reading CSV files | 3.15 | |
| Visualize predictions | 3.10 |
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