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rolltime / rolltime-collect

Collector for CitiBike station data. It collects availability of bikes and stations on a highly redundant schedule.
MIT License
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Explore the modeling steps using the `caret` package. #14

Closed luiscape closed 9 years ago

luiscape commented 9 years ago

Modeling is done using exclusively the forecast package today. It may be interesting to use the caret package in order to evaluate a number of models effectively.

luiscape commented 9 years ago

Specifically, figure out how to do proper data input based on the k-nearest neighbors technique. There are a few minute observations missing that need to be inputted in order for the season forecaster to work fell. Current forecasts have a very large confidence area.

luiscape commented 9 years ago

Just checked the data. Observations are minute by minute. They really don't need imputations.