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 | 5.2, 5.3, 5.4, 5.5, 5.11, 5.13 |
| Credit-g | 5.2, 5.3, 5.4, 5.5, 5.11, 5.13 | |
| Diabetes | 5.2, 5.3, 5.4, 5.5, 5.11, 5.12, 5.13 | |
| Glass | 5.4, 5.5, 5.10, 5.11, 5.13 | |
| Ionosphere | 5.2, 5.3, 5.4, 5.5, 5.11, 5.13 | |
| Iris | 5.3, 5.4, 5.5 | |
| Reuters-Corn-train/test | 5.15 | |
| Sentiment | 5.17 | |
| Weather | 5.4, 5.14, 5.15 | |
| Classifiers | IBk | 5.4, 5.11, 5.13 |
| J48 | 5.3, 5.4, 5.10, 5.11, 5.12, 5.15 | |
| MultilayerPerceptron | 5.4, 5.5 | |
| NaiveBayes | 5.3, 5.4, 5.11, 5.15 | |
| NaiveBayesMultinomial | 5.14, 5.15, 5.17 | |
| OneR | 5.4, 5.17 | |
| SMO | 5.2, 5.3, 5.4, 5.14, 5.15 | |
| VotedPerceptron | 5.2, 5.3, 5.4 | |
| ZeroR | 5.4, 5.10, 5.17 | |
| Metalearners | AdaBoostM1 | 5.4 |
| CVParameterSelection | 5.12, 5.13 | |
| FilteredClassifier | 5.10, 5.11 | |
| GridSearch | 5.12 | |
| ThresholdSelector | 5.12 | |
| Filters | NonSparseToSparse | 5.14, 5.15 |
| RemoveMisclassified | 5.17 | |
| RemoveWithValues | 5.3 | |
| Resample | 5.10, 5.11, 5.17 | |
| SparseToNonSparse | 5.14 | |
| StringToWordVector | 5.14, 5.15 | |
| Plus … | Experimenter interface | 5.3, 5.4, 5.5, 5.10, 5.13, 5.15 |
