Index
Index of topics covered this week
At the end of each week is an index of topics covered that week.
A full index to the course appears under DOWNLOADS, below.
| Topic | Step | |
|---|---|---|
| Datasets | airline | 1.7, 1.8, 1.9, 1.10, 1.11, 1.12, 1.13 |
| appleStocks | 1.13 | |
| Financial data for GOOG | 1.14 | |
| Infrared data from soil samples | 1.16, 1.18 | |
| sentiment | 1.4 | |
| Soil dataset (org_c_n) | 1.18 | |
| wine | 1.15 | |
| Classifiers | LinearRegression | 1.7, 1.9, 1.10, 1.11, 1.15, 1.18 |
| M5P | 1.18 | |
| NaiveBayesMultinomial | 1.4 | |
| OneR | 1.4 | |
| RandomForest | 1.18 | |
| REPTree | 1.18 | |
| SMOreg | 1.8, 1.10, 1.11 | |
| ZeroR | 1.4 | |
| Metalearners | FilteredClassifier | 1.9 |
| Filters | AddExpression | 1.8 |
| Copy | 1.7 | |
| Remove | 1.9 | |
| RemoveMisclassified | 1.4 | |
| RemoveRange | 1.7, 1.8 | |
| Resample | 1.4 | |
| TimeSeriesTranslate | 1.7, 1.8 | |
| Packages | timeseriesForecasting | 1.9 |
| Plus … | Downsampling | 1.18 |
| Forecast panel | 1.9, 1.10, 1.11, 1.12 | |
| International Conf. on Machine Learning (ICML) | 1.16 | |
| Lagged variables | 1.6–1.15 | |
| Overlay data | 1.13 | |
| Row normalization | 1.18 | |
| Savitzky-Golay smoothing | 1.18 | |
| Time series analysis | 1.6–1.15 |
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