Index
Index of topics covered this week
(A full index to the course appears at the end of Week 1.)
| Topic | Step | |
| Datasets | anneal | 5.5, 5.7, 5.11, 5.15 |
| balance-scale | 5.8, 5.10, 5.11, 5.15 | |
| bodyfat | 5.8, 5.10, 5.11 | |
| breast-cancer | 5.10 | |
| iris | 5.2, 5.7 | |
| Classifiers | BayesNet | 5.8 |
| GaussianProcesses | 5.17, 5.18 | |
| IBk | 5.17 | |
| J48 | 5.5, 5.8, 5.11 | |
| LinearRegression | 5.8, 5.11, 5.17 | |
| LWL (Locally weighted learning) | 5.17, 5.18 | |
| NaiveBayes | 5.7, 5.8 | |
| Filters | AddNoise | 5.4 |
| Discretize | 5.4, 5.7 | |
| Packages | jfreechartOffScreenRenderer | 5.2, 5.3, 5.8 |
| kfGroovy | 5.20 | |
| tigerJython | 5.2, 5.3, 5.4 | |
| Python classes | DataSource, Filter, os, Remove | 5.2 |
| DataSource, Evaluation, J48, os, Random | 5.5 | |
| BayesNet, ChartFactory, ChartPanel, ChartUtilities, DataSource, DefaultXYDataset, DefaultXYZDataset, Evaluation, File, GraphVisualizer, JFrame, J48, LinearRegression, NaiveBayes, os, PlaceNode2, PlotOrientation, ThresholdCurve, TreeVisualizer, XYBubbleRenderer | 5.8 | |
| Evaluation, J48, SMOreg, ZeroR | 5.10 | |
| Evaluation, Classifier, converters, jvm, os, Random | 5.11 | |
| Groovy imports | ChartFactory, ChartPanel, DataSource, DefaultXYDataset, Instance, Instances, JFrame, J48, NaiveBayes, PlotOrientation, Random, ThresholdCurve | 5.15 |
| Plus | Environment variable | 5.2, 5.3, 5.7, 5.17 |
| Ethics | 5.21 | |
| Groovy | 5.15–5.20 | |
| IDRC Shootout challenge | 5.15, 5.17, 5.18 | |
| Kaggle | 5.21 | |
| Python/Jython | 5.2–5.14 | |
| Python-weka-wrapper | 5.11 | |
| Scripting | 5.1–5.20 |
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