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15 lines
1.2 KiB
15 lines
1.2 KiB
# A new SVR model
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## Instructions [^1]
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Now that you have built an SVR model, build a new one with fresh data (try one of [these datasets from Duke](http://www2.stat.duke.edu/~mw/ts_data_sets.html). Annotate your work in a notebook, visualize the data and your model, and test its accuracy using appropriate plots and MAPE. Also try tweaking the different hyperparameters and also using different values for the timesteps.
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## Rubric [^1]
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| Criteria | Exemplary | Adequate | Needs Improvement |
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| -------- | ------------------------------------------------------------ | --------------------------------------------------------- | ----------------------------------- |
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| | A notebook is presented with an SVR model built, tested and explained with visualizations and accuracy stated. | The notebook presented is not annotated or contains bugs. | An incomplete notebook is presented |
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[^1]:The text in this section was based on the [assignment from ARIMA](https://github.com/microsoft/ML-For-Beginners/tree/main/7-TimeSeries/2-ARIMA/assignment.md)
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