What is boosting in machine learning

In the world of technology, one of the biggest inventions is Machine Learning (ML). Due to this technology which uses artificial technology or AI most of the work which needed human attention has greatly become independent.

To describe in technical terms is gathers data by using artificial technology based on algorithms and enabling the applications to collect the data and based on the data gathered it learns and can behave intuitively thus helping the application to be more precise and reliable.

There are many advantages of integrating ML or Machine Learning and in this article, we will tell you the pros and what is boosting in machine learning means.

The Pros Of Machine Learning

No Human Required

The best thing about machine learning is that it requires no human intervention to operate, once the algorithms are set then the programs or application can function on its own as this algorithm are very much advanced and doesn’t need to be altered as it independent unless the whole set up needs to be changed.

Continuous Learning

ML is a process where the learning is continuous because it gathers data and information and behaves according to the provided data and based on the repetition. For example, Virtual Personal Assitant like Siri, Alexa operates based on the behaviour of a user. If a user continuously listens to a particular song then the ML algorithm will place the song in the top of the playlist and might even play the song as the recommended song when a user requests for a song.

What is Boosting In Machine Learning?

The term boost means to magnify or add something to improve and increase the overall productivity. In Machine Learning too, the term “boosting” can be explained by the same literal meaning.

It means that the weaker algorithm is now replaced by the stronger algorithms which improve the overall productivity in the sense of reliability and accuracy.

There are steps on how you boosting is done and here it is the step.

  • First, the algorithms are set having equal weight distribution, since we are concerned with weak and strong links.
  • Then observations are done to identify the strong link and weaker link by identifying the algorithms having a higher percentage of predictions error.
  • Then repeat the above procedure and then finally we will get our strongest link that can be used in our applications.

Mohit

Hi, This is Mohit Jain, I have worked with various SEO experts and digital marketers for more than a period of 15 years and now I can proudly say that I too am One! This website contains information related to SEO and Technology and Music as well. The reason behind that is the fact that I love new tech and Music and it is something that I pursue as a hobby and I love writing about it too! Hope you'll find the information here useful!

Leave a Reply

Your email address will not be published. Required fields are marked *

Technology

Best Photography Cameras

When you shop, you can quickly become overwhelmed, get annoyed but just give up when choosing your best digital camera for your need. We decided to look at the various styles out there and give you a bit more support, so you don’t feel like a deer trapped in the shop’s racket. Different Types of […]

Read More
Technology

Impact of technology on Humans!

It is simply hard to imagine life without technology. It is one of the many sources of entertainment for us as well as it provides us with news and information about the world. Technology has been revolutionizing on daily basis and it has become hard to imagine a single day without the use of technology. […]

Read More
Technology

 Top Robotics companies in the world

Right now we are talking about the robotics startups. 2020 for Robotics has been pretty bright. There are plenty of innovations. Companies are still seeking to create creative goods. There are only a great many businesses out there. In addition, they are making fantastic robots. The robots are essentially everywhere, from manufacturing to medical fields. […]

Read More