Description Usage Arguments Value
View source: R/clean_model_data.R
Remove outliers from the dataset. If an outlier is detected, the entry in the column value is set to NA.
1 | clean_model_data(model_data, timesIQR = 1.5)
|
model_data |
Dataset as a data.table which one-time dimension in the variable timestamp and one numeric variable with the name values |
times_IQR |
remove outliers, which are more then times_IQR * IQR away from the median |
model_data, with all values, which are outside the timesIQR plus minus the median, are in one timestamp set to NA
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