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 | 4.14 |
| Credit-g | 4.13, 4.15, 4.16 | |
| Diabetes | 4.4 | |
| Glass | 4.2, 4.3, 4.5 | |
| Ionosphere | 4.7, 4.9 | |
| Reuters-Corn-train/test | 4.8, 4.10 | |
| Classifiers | IBk | 4.3, 4.5, 4.7, 4.9 |
| J48 | 4.2, 4.4, 4.5, 4.9, 4.13, 4.14, 4.15, 4.16 | |
| NaiveBayes | 4.4, 4.5, 4.7, 4.8, 4.9, 4.10, 4.14, 4.15, 4.16 | |
| NaiveBayesMultinomial | 4.8, 4.10 | |
| OneR | 4.3 | |
| ZeroR | 4.13, 4.14 | |
| Metalearners | AttributeSelectedClassifier | 4.4, 4.5, 4.7, 4.9, 4.10 |
| Bagging | 4.16 | |
| CostSensitiveClassifier | 4.13, 4.14, 4.15, 4.16 | |
| FilteredClassifier | 4.4 | |
| Filters | StringToWordVector | 4.8, 4.10 |
| Packages | AttributeSelectionSearchMethods | 4.3 |
| Plus … | Cost-sensitive evaluation | 4.13, 4.14 |
| Experimenter interface | 4.5, 4.16 | |
| ROC curve (AUC) | 4.8, 4.10, 4.13 | |
| Select attributes panel | 4.2, 4.3, 4.4, 4.5, 4.8, 4.10 |
