Forecasting (7): Forecast accuracy measures (MSE, RMSE, MAD & MAPE)

Поділитися
Вставка
  • Опубліковано 18 гру 2024

КОМЕНТАРІ •

  • @EastWood19802
    @EastWood19802 2 роки тому +1

    ISO 5725 uses two terms "trueness" and "precision" to describe the accuracy of a measurement method.
    "Trueness" refers to the closeness of agreement between the arithmetic mean of a large number of test results and the true or accepted reference value.
    "Precision" refers to the closeness of agreement between test results.

  • @JefferyGoff-l2n
    @JefferyGoff-l2n Рік тому

    Great Video. Thank you.

  • @nasimaelassri696
    @nasimaelassri696 2 роки тому +1

    thank you so much sir

  • @IkramShah-s8j
    @IkramShah-s8j Місяць тому

    What about outliers with MAPE, Isn't Median APE better approach then

  • @sunzarora
    @sunzarora 3 роки тому

    How can we compare MAPE values of multiple algorithms?

  • @angestephanie8190
    @angestephanie8190 4 роки тому

    Thank u sir ,how can you connect this to the human capacity of working?

  • @anshulkaushik010
    @anshulkaushik010 10 місяців тому

    How to measure accuracy in an online method where we can have forecast but dont have real values

    • @RESEARCHHUB
      @RESEARCHHUB  10 місяців тому

      if you do not have real values, you cannot calculate errors. that is why we use traning, test samples

    • @anshulkaushik010
      @anshulkaushik010 10 місяців тому

      @@RESEARCHHUB how can i test accuracy for any online forecasting method ? New data comes in every day. And forecasthorizon is for 30 days and data is in downward trend. The trend change can be non linear.

    • @RESEARCHHUB
      @RESEARCHHUB  9 місяців тому +1

      @@anshulkaushik010 ua-cam.com/video/16IKsLlZClY/v-deo.htmlsi=vQ3WUuJE8yJHoGK-