Timeseries forecasting model in R - 03/04/2021 05:37 EDT

  • État: Pending
  • Prix: ₹3000
  • Propositions reçues: 2
  • Gagnant: gwfreelancer

Résumé du concours

About: Build a timeseries forecasting model is R with mandatory use of LST, GRU, XGBOOST and any other technique of your choice, using ensemble technique. Forecasting period is 5.

Separate model for separate timeseries is allowed

Details: Daily data of 5 instrument is shared and model with minimum MAPE will be considered winner

Note: Organizer reserve the right to decide in case of ambiguity

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Tableau de clarification publique

  • gwfreelancer
    gwfreelancer
    • il y a 2 semaines

    Thanks for the feedback. Happy to share the R and Python code. I am just working on changing TS3 to a weekly timeseries to look further into any seasonality

    • il y a 2 semaines
  • iqbalshahnawaz
    iqbalshahnawaz
    • il y a 3 semaines

    Is the contest still going ?

    • il y a 3 semaines
    1. ravik09
      Titulaire du concours
      • il y a 3 semaines

      yes

      • il y a 3 semaines
  • gwfreelancer
    gwfreelancer
    • il y a 4 semaines

    Hi. Please ignore my last post. I span up a Virtual Machine to access the data. I notice there are some NULL values in there. I am going to replace them with an average of the data in the adjoining cells. There are more complex methods that could be used but this should be OK for a timeseries model. GW

    • il y a 4 semaines
    1. ravik09
      Titulaire du concours
      • il y a 4 semaines

      Yes, missing values are expected. timeseries can be volatile and ranges over span of more than years so probably nearest non-missing value would be better choice over average/median value

      • il y a 4 semaines
  • gwfreelancer
    gwfreelancer
    • il y a 4 semaines

    Hi, could you possible paste the data as a CSV file, or put it a Google Sheet file and post the link. I would like to work on this but am always reluctant to open unknown excel files. Thank GW.

    • il y a 4 semaines
    1. ravik09
      Titulaire du concours
      • il y a 4 semaines

      Thanks for highlighting. Will surely take care of it in future events.

      • il y a 4 semaines
  • ashikmohann
    ashikmohann
    • il y a 1 mois

    Working on it #increaseprize #increaseprize

    • il y a 1 mois
  • palthode
    palthode
    • il y a 1 mois

    #increaseprize Currently working.

    • il y a 1 mois
    1. ravik09
      Titulaire du concours
      • il y a 1 mois

      Well taken. This is my first organized competition, will increase based on response.

      • il y a 1 mois

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