Leave one out and k-fold cross validation| using R| cv.glm | train and test data | prediction error

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  • Опубліковано 29 лис 2024

КОМЕНТАРІ • 18

  • @jennyshi1330
    @jennyshi1330 2 роки тому +1

    It's a wonderful video, which do me a big favor in time! Thanks!

  • @hecreatescoding
    @hecreatescoding 5 місяців тому

    This was very helpful, thank you!!

  • @alessandromorra7797
    @alessandromorra7797 5 місяців тому

    It helped me a lot, thank you!

  • @jinli1835
    @jinli1835 Рік тому +1

    Very impressive!

  • @manuelleitner1996
    @manuelleitner1996 Рік тому

    Thank you very much for the detailed and helpful video. Is there a way to interpret the delta value of the cv.glm() function without comparing it with other models (e.g. as done in your video)? For example, can I simply run the LOOCV on a model and then interpret the delta value (if it's good/bad)? Since the MSE depends on the metric/unit, you can't really derive much from this unstandardized value by itself, right? Thank you in advance!!!

  • @gueshmebrahtom3443
    @gueshmebrahtom3443 Рік тому

    thank you very much , but i encounterd a difficuality to conduct leave one-out sensitivity analysis using R for prevalence or signle proportion meta analysis

  • @rafaelpugoni
    @rafaelpugoni 5 місяців тому

    How you can do the leave one out cross validation for mixed effects models?

  • @melon8419
    @melon8419 2 роки тому

    Your video helps me a lot. Thanks!!

  • @AbdulRahman-r4i5h
    @AbdulRahman-r4i5h 11 місяців тому

    Thanks a ton.

  • @jennyshi1330
    @jennyshi1330 2 роки тому

    But one question that I encountered in R, is it the same script when the outcome is a binomial variable?

    • @datasciencewithyan4124
      @datasciencewithyan4124  2 роки тому +1

      I didn’t get your question. Do you want to create a 0/1 binary variable? It would be the same.

    • @jennyshi1330
      @jennyshi1330 2 роки тому +1

      @@datasciencewithyan4124 Thx, I will try🙏

    • @jennyshi1330
      @jennyshi1330 2 роки тому

      Hello, may I ask how to get the sensitivity and specificity using the LOOCV scripts in your video?

  • @yuchuxie8170
    @yuchuxie8170 Рік тому +1

    Very clear explanation! Learned a lot from your video❥(^_-)

  • @a1cswiz1611
    @a1cswiz1611 11 місяців тому

    You need to make a new video because your video and audio are out of sync, do you check this stuff before you hit upload?