Azzera filtri
Azzera filtri

how to reduce error in ANN ? MAPE error

2 visualizzazioni (ultimi 30 giorni)
MUKESH KUMAR
MUKESH KUMAR il 27 Mag 2020
Modificato: MUKESH KUMAR il 27 Mag 2020
I am using 3 year load data of electricity and using NARX model for load prediciton for day ahead, one month , three month data using trainning function(trainbr) with different combination of 7 inputs( day of month, weekend, month of year, temp, RH......etc), number of nuerons(10,20,30,40) and one output load for training. but the still MAPE error is high in prdiciton but low in training with good regression value of 0.956. how to reduce MAPE and can anyone suggest the sensivity of model with different parameters like inputs, neurons, layers etc. currently MAPE is in the range of 20-50% with different scenarios.
Thanks

Risposte (0)

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by