Random Forest Regression | Python

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  • Опубліковано 12 гру 2024

КОМЕНТАРІ • 40

  • @RuchiSehgal-l3l
    @RuchiSehgal-l3l Рік тому

    Thank you so much sir, this video came up just when I needed it! You are a godsent angel for me, thank you so much for helping students by posting such videos! Keep up the good work!

  • @RestartUPSC2026
    @RestartUPSC2026 2 роки тому +1

    Thank you very much! Today I learned something.

  • @hilolaamankulova6767
    @hilolaamankulova6767 Рік тому +1

    Thank you so much, this is very useful for me.

    • @StatsWire
      @StatsWire  Рік тому

      Thank you for your kind words.

  • @francescocorallo4952
    @francescocorallo4952 2 роки тому

    Thank you very much. I have a question. How to plot in a graph the y_test and y_pred then make a forecast for the next 30 days and visualize it?

    • @StatsWire
      @StatsWire  2 роки тому

      Hi, What kind of values do you want to plot?

    • @francescocorallo4952
      @francescocorallo4952 2 роки тому

      @@StatsWire In my case I have to face with time series related to pumping performance and I would like to make a model able to give me a forecast prediction. Is related to predictive maintenance. Could you help me or show me where to find such sample model? I appreciate your help and your way to explain. In case could you give me your email and we may discuss there.

    • @StatsWire
      @StatsWire  2 роки тому

      @@francescocorallo4952 You can make ARIMA models.

    • @francescocorallo4952
      @francescocorallo4952 2 роки тому

      @@StatsWire I tried with arima but the overcome was not really good with an important mismatch in the history phase so I tried using random forrest linear regression model approach using R code achieving a better history match. Could you give me the same example but using python? What is your feedback?

  • @ouissalsadouni2837
    @ouissalsadouni2837 2 роки тому +1

    Amazing ! thank you

    • @StatsWire
      @StatsWire  2 роки тому

      I'm glad you liked it!

  • @rg50241
    @rg50241 2 роки тому

    can u share the commands for getting the co efficient and intercepts

    • @StatsWire
      @StatsWire  2 роки тому

      You can try this .coef_

  • @StevenSmith68828
    @StevenSmith68828 2 роки тому

    How do you forecast?

    • @StatsWire
      @StatsWire  2 роки тому +1

      You can use time series.

  • @Parth-kt9xm
    @Parth-kt9xm 9 місяців тому

    Where can I get this dataset?

    • @StatsWire
      @StatsWire  9 місяців тому

      You can find it here: github.com/siddiquiamir/Data

  • @adrianduran3745
    @adrianduran3745 2 роки тому

    Why does y_pred require an = after now? Is this a new update? What should I set it = to?

    • @StatsWire
      @StatsWire  2 роки тому +1

      We are saving the results in y_pred so we are using =

  • @RollerBladingSports
    @RollerBladingSports 3 роки тому +1

    Would be nice, if you'd left the dataframe here available for download.

    • @StatsWire
      @StatsWire  3 роки тому +1

      Thank you for the suggestion. I have added the dataset link for you. Please download it from here
      GitHub link: github.com/siddiquiamir/Data/blob/master/bike_rentals.csv

    • @RollerBladingSports
      @RollerBladingSports 3 роки тому

      @@StatsWire Thank you for quick response!

    • @StatsWire
      @StatsWire  3 роки тому +1

      @@RollerBladingSports You're welcome

  • @levonmcgregor6113
    @levonmcgregor6113 7 місяців тому

    thank you!

  • @robloxkhan5761
    @robloxkhan5761 2 роки тому +1

    The error MSE is too big. You can normalize the data to train the RF to reduce error

  • @brahmialexandre633
    @brahmialexandre633 2 роки тому

    Bro, u're amazing

  • @inas2323
    @inas2323 2 роки тому

    Thank you very much

  • @jongcheulkim7284
    @jongcheulkim7284 2 роки тому

    Thank you.

  • @husseinhmaid8326
    @husseinhmaid8326 Рік тому

    Can you share the csv Files?

    • @StatsWire
      @StatsWire  Рік тому

      Please download it from here: github.com/siddiquiamir/Data/blob/master/bike_rentals.csv

  • @ShankarTmsw
    @ShankarTmsw 2 місяці тому

    why date time dropping why ??? sir

    • @StatsWire
      @StatsWire  Місяць тому

      This will not help in prediction.

  • @sumitrodagai7706
    @sumitrodagai7706 Рік тому

    dataset link share me please

    • @StatsWire
      @StatsWire  Рік тому

      Please find the dataset on my GitHub account " github.com/siddiquiamir/Data