Why Multi-step Forecasting works well on certain time steps but not on all?

26 February 2024 0 8K Report

I am doing Multivariate Multi-step forecasting of temperature data. I used a Multilayer perceptron layer, it works well at step_1,step_5,step_9 but never performs well on step_2,step_3. It means it works well after every 40 minutes.

Can anyone tell me what is the reason, behind model is performing well at certain steps but not on all steps?????

Temperature data is after every 10 mints.

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