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 | 4.9, 4.14 |
| Cpu | 4.4, 4.5 | |
| Cpu.with.vendor | 4.5 | |
| Credit-g | 4.12 | |
| Diabetes | 4.6, 4.8, 4.14 | |
| Glass | 4.9 | |
| Ionosphere | 4.9 | |
| Iris | 4.2, 4.3, 4.7, 4.11 | |
| Labor | 4.9 | |
| Classifiers | DecisionStump | 4.14 |
| IBk | 4.2, 4.3, 4.12 | |
| J48 | 4.2, 4.8, 4.9, 4.12 | |
| LinearRegression | 4.4, 4.5, 4.6, 4.7 | |
| Logistic | 4.3, 4.8, 4.9, 4.11, 4.12 | |
| M5P | 4.4, 4.5 | |
| NaiveBayes | 4.2, 4.8, 4.9 | |
| OneR | 4.2, 4.6, 4.9, 4.14 | |
| SMO | 4.3, 4.11, 4.12 | |
| ZeroR | 4.6, 4.8, 4.9, 4.14 | |
| Metalearners | AdaBoostM1 | 4.13, 4.14 |
| Bagging | 4.13 | |
| RandomForest | 4.3 | |
| Stacking, StackingC | 4.13 | |
| Filters | AddClassification | 4.6 |
| AddID | 4.7 | |
| MakeIndicator | 4.7 | |
| NominalToBinary | 4.5, 4.6 | |
| NumericToNominal | 4.6 | |
| Packages | LibSVM | 4.11 |
| Plus … | Boundary visualizer | 4.11 |
| Contrabassoon | 4.11 | |
| Output predictions | 4.7, 4.9 | |
| Visualize classification boundaries | 4.2, 4.3 |
