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3 votes
1 answer
151 views

In sliding window regression, what is the best way to select my training window and test set size?

I am trying to forecast an index option's implied volatility using a sliding window regression and I'm a little confused on how I can go about cross validating with respect to the training and test ...
sixth-sense-81's user avatar
0 votes
2 answers
811 views

Exact steps for rolling window CV evaluation or sliding window CV evaluation for SARIMA

So far I have using this process: 1)split data into training and test 2)do model selection(p,d,q, P,D,Q,etc) using training data(in this case, I used autoarima) ...
a12345's user avatar
  • 95
1 vote
2 answers
944 views

Cross Validation for Time Series Classification (Not Forecasting!)

Is it possible to use regular k-fold cross validation where the folds contain entire time series in time series classification? I'm asking because most sources discussing cross validation with time ...
perceptronEnthusiast420's user avatar