Description Usage Arguments Value
View source: R/preprocessing.R
clean_eload
This function removes the observations, which have negative eload values or with eload
values higher or lower than some upper and lower thresholds. The upper threshold is defined as
n percent higher than the quantile corresponding to the given upper probability U_ptresh and the lower
threshold is defined as n percent lower than the quantile corresponding to the given lower probability L_ptresh.
1 | clean_eload(Data, n = 0.2, L_ptresh = 0.005, U_ptresh = 0.995)
|
n |
An integer that correspond to a multiplicative coefficient that is used to define the thresholding value. The default value is 0.2 which correspond to 20 percent. |
L_ptresh |
A numeric that correspond to the probability of the lower quantile used for filtering |
U_ptresh |
A numeric that correspond to the probability of the upper quantile used for filtering |
data |
A dataframe of training or prediction data. |
A dataframe that correspond to the cleaned data
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