Classification

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Think Bayes

Classification might be the most well-known application of Bayesian methods, made famous in the 1990s as the basis of the first generation of spam filters . In this chapter, I’ll demonstrate Bayesian...

Classifying the classifications

Analytics Vidhya

Classification is a popular supervised machine learning approach which categorizes a set of data into groups depending on the features available. It has a wide range of application, e.g., image…

Classification — Let’s understand the basics!

Towards Data Science

In my previous blog — Shades of Machine Learning — we discussed what are the two main types of machine learning algorithms. Just to brush up, we have Supervised Learning (where the target is known/…

The Trouble with Classification

Towards Data Science

When you go to the movies, do you ever wish you could just push a button, skip the story, and watch the closing credits scroll by? If you answered “no,” you’re normal. Credits are boring. But we take…...

Binary Classification

Kaggle Learn Courses

Introduction So far in this course, we've learned about how neural networks can solve regression problems. Now we're going to apply neural networks to another common machine learning problem: classif...

Binary Classification

Towards Data Science

Unpacking the Real Significance and Limitations of Traditional Metrics Introduction The work of classification can be seen as a way of summarizing the complexity of structures into finite classes, an...

Who to call? A classification project with a twist

Towards Data Science

In this scenario, Bank XYZ had on-boarded 2000 new customers through acquiring a smaller bank but due to resourcing and budget constraints, only 500 of these could be contacted. Using data from Bank…

Classification Models

Analytics Vidhya

The goal of this project is to predict whether a customer will subscribe to the bank term deposit or not.The data was downloaded from the UCI ML website and more details about the data can be read…

Classification In Machine Learning

Analytics Vidhya

Classification topics covered in this story are:. “Classification In Machine Learning” is published by Amit Upadhyay in Analytics Vidhya.

From Zero to Hero: Beginner’s Guide to “Classification” in Supervised Learning (1/2)

Python in Plain English

Classification is one of the core tasks in supervised learning, where the goal is to predict a category or a class for each data point . Whether you are trying to identify spam emails, diagnose diseas...

There is no classification — here’s why

Towards Data Science

If you’re the kind of person who likes to keep a tidy mind, here’s why your lip might curl in disgust when confronted with the title question in my recent article on the difference between…

Understanding Classification Techniques:

Analytics Vidhya

The classification scheme of galaxies, quasars, and stars is one of the most fundamental in astronomy. The biggest groups of stars are called galaxies. Every star you can see in the sky is part of…