I have made a component as shown below which splits my data set (which is time series based) into training/validate/test using 3 different methods based on the selection I make via the node Single Selection Configuration node “Split Method”.
The first branch is for a split by Date & Time and the last is for a split by a categorical column with a value for Test/Train/Validate. Both these run fine.
The middle branch is meant to be a straightforward partition by the % variable captured in the “Percent” Integer Configuration node which has a value of 80. However, when this option is selected (as shown in the 2nd screenshot below), the % variable passed to the partitioning node is 800,000% - a factor of 10,000! This throws up an error and the component doesn’t get executed for this method.
I’d appreciate any advise on this.