TS features selector
This module belongs to the "Time Series processing" category of modules.
Last updated
This module belongs to the "Time Series processing" category of modules.
Last updated
This module takes a Pandas dataframe as an input and outputs 2 arrays : the first is the features list and the second is the labels list. This is used for time series datasets. Just add the name of the column you want to consider as features and labels to the corresponding parameters .
As parameters , we can define :
the window size
the features dimension
the number of classes.
Columns' names are automatically retrieved from the datasets inside the drag and drop area. They will appear within the combo-box and are able to be selected in batch.
However , we can also choose to specify them one by one through manual setting.
Furthermore, we also have the options to encode the labels or not with a One Hot Encoder.
This interesting article provides links of some repositories for downloading datasets including time series datasets (for free).
