UrbanPro
true

Learn Data Science from the Best Tutors

  • Affordable fees
  • 1-1 or Group class
  • Flexible Timings
  • Verified Tutors

Search in

Regularisation in Machine Learning

Talla Veerendranath
19/05/2020 0 0

Regularization

In Machine Learning, Regularization is the concept of shrinking or regularizing the coefficients towards zero.

It helps the model to prevent overfitting.

Overfitting in Machine Learning is referred to as an algorithm while getting model has a lot of features or a low number of observations. 

A linear model tends to overfit and when an algorithm gets modelled has a lot of features or a low number of observations, at that time the variable selection becomes tricky.

In Machine Learning, Regularization is achieved by the help of:

1. Lasso Regression (L1)

2. Ridge Regression (L2)

3. Elastic Net Regression (L1+L2).

0 Dislike
Follow 2

Please Enter a comment

Submit

Other Lessons for You

Learn the secret of mastering machine learning fast.
There are many ways to master machine learning but let me give you the secret of doing it fast. The general technique for mastering machine learning is learning Python or R first. This is not the right...

Machine Learning With Python
1. Course description: Machine Learning with Python has been designed for the provision of having strong hold in creating Machine learning algorithms with the base of Python. This has been preferred as...
J

How Machine Learning Predict things - A Short Video for absolute beginners
Here is a short video for Machine Learning Beginners, who want to know how Machine Learning Algorithm predict things

Basics Of Machine Learning
We have all been hearing recently about the term "Artificial Intelligence" recently, and how it will shape our future. Well, Machine Learning is nothing but a minor subfield of the vast field...
S

Saumya Rajen Shah

1 0
0

Just start with confidence for data science
Everyone now speeds up to attend data science classes and parallelly bother about their success. A constant thought remains in their that that whether they would be good at that or not. First of all, let...
X

Looking for Data Science Classes?

The best tutors for Data Science Classes are on UrbanPro

  • Select the best Tutor
  • Book & Attend a Free Demo
  • Pay and start Learning

Learn Data Science with the Best Tutors

The best Tutors for Data Science Classes are on UrbanPro

This website uses cookies

We use cookies to improve user experience. Choose what cookies you allow us to use. You can read more about our Cookie Policy in our Privacy Policy

Accept All
Decline All

UrbanPro.com is India's largest network of most trusted tutors and institutes. Over 55 lakh students rely on UrbanPro.com, to fulfill their learning requirements across 1,000+ categories. Using UrbanPro.com, parents, and students can compare multiple Tutors and Institutes and choose the one that best suits their requirements. More than 7.5 lakh verified Tutors and Institutes are helping millions of students every day and growing their tutoring business on UrbanPro.com. Whether you are looking for a tutor to learn mathematics, a German language trainer to brush up your German language skills or an institute to upgrade your IT skills, we have got the best selection of Tutors and Training Institutes for you. Read more