LASSO (Shrinkage/Regularization)

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  1. Leslie Myint
  2. machine learning
  3. statistical learning
  4. shrinkage
  5. regularization
  6. LASSO
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What is regularization trying to do?

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Introduction to Regularization

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Lasso regression - explained

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Комментарии
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I really enjoyed listening and learning from your explanation of this topic: it's very informative and easy to understand. I can now do my research paper with one doubt cleared. Thank you for your help!

issa_coder
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Brilliant explanation of a complex topic 👍

firstkaransingh
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Hui superb lecture.. but I have one doubt I hope u will clear it. All of the videos related to lasso used regression model to explain it.. since it’s also a feature selection so can we use this as a feature selection for classification problem?? As PCA is used for both regression and classification. And moreover classifications means related to categorical data which by default convert into numerical values. So can we use lasso for classification problem also as a feature selection, if yes then why there is not any example of it? Thanx in advance

nishah
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Do you know a good scientific paper that describes how LASSO regression works which I could cite for my papers?

davekimmerle
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I really enjoyed listening. But is it possible to give a real example?

aminaahmedalibelal
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How a positive beta multiplied by large positive Alfa becomes zero? Cannot get it.

sp
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Why do we need the penalty term? can we not just have the RSS without it?

kan