how the "Most Likely / Prediction" in Model Simulator calculated??

bniyaseen
bniyaseen New Altair Community Member
edited November 2024 in Community Q&A
what the algorithm or the criteria were taken to find the  Most Likely / Prediction. if I want to write it as science in a research paper.

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Best Answers

  • IngoRM
    IngoRM New Altair Community Member
    Answer ✓
    Hi,
    It is the confidence level of the underlying machine learning model.  Here is some more information:
    Technically only for the Bayes classifier the confidence equals a probablity but it has a similar meaning for all other models as well.  For example in an SVM, the confidence is typically computed based on the distance of the data point to the separating hyperplane.
    Hope that helps,
    Ingo

  • IngoRM
    IngoRM New Altair Community Member
    Answer ✓
    First of all: please stop double posting.  Spamming the community is not going to get you help faster, it will only annoy people. 
    I would recommend to go through some data science training, our new Academy site may be useful: http://academy.rapidminer.com
    This video in particular covers some of the questions you have but there is more to discover:
    A book like Elements of Statistical Learning may be helpful as well:
    Hope this helps,
    Ingo

Answers

  • IngoRM
    IngoRM New Altair Community Member
    Answer ✓
    Hi,
    It is the confidence level of the underlying machine learning model.  Here is some more information:
    Technically only for the Bayes classifier the confidence equals a probablity but it has a similar meaning for all other models as well.  For example in an SVM, the confidence is typically computed based on the distance of the data point to the separating hyperplane.
    Hope that helps,
    Ingo

  • bniyaseen
    bniyaseen New Altair Community Member
    IngoRM  
    I have doubt in two points:
    1: how the confidence level calculated for the model and for each label?
    2: what is the best confidence level(high or low)?
    and in this result below, what means on 97% and how decided that the GOD class is the most likely 
  • IngoRM
    IngoRM New Altair Community Member
    Answer ✓
    First of all: please stop double posting.  Spamming the community is not going to get you help faster, it will only annoy people. 
    I would recommend to go through some data science training, our new Academy site may be useful: http://academy.rapidminer.com
    This video in particular covers some of the questions you have but there is more to discover:
    A book like Elements of Statistical Learning may be helpful as well:
    Hope this helps,
    Ingo

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