incremental learning

Hey guys,

I’m curious if there is any way to implement incremental learning in KNIME.
I searched a bit around, but couldn’t find any information about it.

I think about a use-case where you have a set of input data from a period x on which you train your model, but you also would like to put new or life data into it, so that the model keeps on evolving. Is there any way not to start the whole learningprocess for all data everytime again?

Many thanks in advanced!


Hi @wehe1017,

Currently there is no possibility to implement incremental learning at KNIME.

Probably it will be possible in the later releases.