View source: R/calculate_features.R
calculate_features | R Documentation |
Compute features on an input time series dataset
calculate_features(
data,
id_var = "id",
time_var = "timepoint",
values_var = "values",
group_var = NULL,
feature_set = c("catch22", "feasts", "tsfeatures", "Kats", "tsfresh", "TSFEL"),
catch24 = FALSE,
tsfresh_cleanup = FALSE,
features = NULL,
seed = 123
)
data |
|
id_var |
|
time_var |
|
values_var |
|
group_var |
|
feature_set |
|
catch24 |
|
tsfresh_cleanup |
|
features |
named |
seed |
|
object of class feature_calculations
that contains the summary statistics for each feature
Trent Henderson
featMat <- calculate_features(data = simData,
id_var = "id",
time_var = "timepoint",
values_var = "values",
group_var = "process",
feature_set = "catch22",
seed = 123)
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