The Altair Community is migrating to a new platform to provide a better experience for you. In preparation for the migration, the Altair Community is on read-only mode from October 28 - November 6, 2024. Technical support via cases will continue to work as is. For any urgent requests from Students/Faculty members, please submit the form linked here

Huston Data for predict temperature within day

michel7michel7 Member Posts: 26 Maven
edited December 2022 in Help
Hello!

I want to predict the temperature within a day. E.g. based on the last 7 hours predict the temperature in 2 hours.  For the training I want to use the daily data. That means I have over 45,000 examples for training.

Could you give me some suggestions on how to model this?

I know it doesn't make much sense, it's just a matter of applying the technique.

Thank you very much in advance,

Michel
Tagged:

Answers

  • MartinLiebigMartinLiebig Administrator, Moderator, Employee-RapidMiner, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 3,533 RM Data Scientist
    Hi,
    did you check the forecasting videos on academy? https://academy.rapidminer.com/catalog?query=forecasting

    Best,
    Martin

    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
  • michel7michel7 Member Posts: 26 Maven
    Hi Martin,

    yes of course, several times. But i could not derive of  them my special case. Once again: I want to predict within a day , based on hourly data and  teherefore I have so many time series examples as days.

    Warm regards,

    Michel
  • MartinLiebigMartinLiebig Administrator, Moderator, Employee-RapidMiner, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 3,533 RM Data Scientist
    Hi,
    wait, so you got daily data and want to do hourly forecasts? How should this work?

    Best,
    Martin
    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
  • michel7michel7 Member Posts: 26 Maven
    edited December 2022
    Hi,

    1. I have only one day data, for every minute one in my case. I can use the time series prediction based on data of a certain day . No problem. E.G based on the data of the last 15 minutes forcasting  for the +5 minute.
    2. But I have several days with data (based on minutes) and  the question is: How could use all those time series data for better predicting ?

    Warm regards,

    Michel
  • michel7michel7 Member Posts: 26 Maven
    edited February 2023
    Hi,

    of course I have (as in the Houston example) more data per minute

    1) air pressure
    2) amount of precipitation
    3) wind speed
    4) humidity
    5) wind direction

    Regards,

    Michel
Sign In or Register to comment.