Time Series Classification Model

KNIME Analytics Platform
1

Hi,

I am working on my MSc project and was wondering if knime can be used to create a nominal classification model based on time series data. I have read that regression models can be created using autoreggesive model, but was wondering if somthing simular could be applied in a nominal classification task?

For example i want to forcast a class lable 0 or 1 based on time series data.

Any help would be realy great

Cheers,

Paulio

2

Hi Paulio,

using the Lag Column node you can transform your time series into a times series data set. Which than contains the past x values for each class label. This you can input to all our classification learner and reapply it for future time series data points.

This is what we currently do for time series prediction. I hope this helps.

Best, Iris