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2017 Dec 26
1
Time Series with Neural Networks
.... How can I make such forecast? And my MASE score (6.95 in the Test set) is not good. Could be related to shortness of training set? The Code: library(zoo) library(readxl) setwd("C:/Users/emrek/Dropbox/2017-2018 Master Thesis/DATA") epias <- read_excel("eski.epias.xlsx") nPTF <- epias$`PTF (TL/MWh)` nSMF<- epias$`SMF(TL/MWh)` nC<- epias$`TT(MWh)` nEAK<- epias$`EAK-Toplam (MWh)` nTP<- epias$`Toplam (MWh)` times <- seq(from=as.POSIXct("2015-12-18 00:00:00"), to=as.POSIXct("2017-10-24 23:00:00"), by="hour") mydata <-...