What is Polynomial Regression ? - Deepstash
What is Polynomial Regression ?

What is Polynomial Regression ?

Curated from: becominghuman.ai

Ideas, facts & insights covering these topics:

2 ideas

·

187 reads

5

Explore the World's Best Ideas

Join today and uncover 100+ curated journeys from 50+ topics. Unlock access to our mobile app with extensive features.

Polynomial regression

Polynomial regression

  • Polynomials are algebraic expressions consisting of variables and coefficients.
  • Polynomial regressions are the most used in machine learning.

Polynomial regression is a unique case of linear regression:

  • You fit a polynomial equation on the data with a curvilinear relationship between the independent variable x and the dependent variable y. 
  • It is modelled as an nth degree polynomial.

10

103 reads

Where linear regression fails

Where linear regression fails

In linear regression, we use a single line to predict our data using the line equation. However, we need to use polynomial regression when our data is not a linear dataset but a kind of polynomial curve.

In that case, we need to use a polynomial curve to predict the value the curve can be increasing or decreasing.

9

84 reads

IDEAS CURATED BY

anty

I’ve got 99 problems and I’m not dealing with any of them.

Antonio Y.'s ideas are part of this journey:

Machine Learning With Google

Learn more about artificialintelligence with this collection

Understanding machine learning models

Improving data analysis and decision-making

How Google uses logic in machine learning

Related collections

Read & Learn

20x Faster

without
deepstash

with
deepstash

with

deepstash

Personalized microlearning

100+ Learning Journeys

Access to 200,000+ ideas

Access to the mobile app

Unlimited idea saving

Unlimited history

Unlimited listening to ideas

Downloading & offline access

Supercharge your mind with one idea per day

Enter your email and spend 1 minute every day to learn something new.

Email

I agree to receive email updates