Decision Tree

DECISION TREES

Python in Plain English

Definition: Decision Trees are supervised learning algorithms used for classification and regression. They use a tree-like structure where internal nodes represent tests on features, branches represen...

Decision Tree — Part 1

Analytics Vidhya

What is a Decision tree? A decision tree is a supervised learning method with comparatively good accuracy and a self-explanatory model. The approach is Top-Down, and it is a Greedy algorithm. It can…

DECISION TREE

Analytics Vidhya

The decision tree falls under the category of supervised machine learning technique, it is also referred to as CART (Classification and Regression Trees). It utilises a tree structure to model…

Decision Trees

Analytics Vidhya

Decision tree is one of the most popular machine learning algorithms. It is basically tree like structure constructed on the basis of attributes/features . Decision Trees is the non-parametric…

Comprehensive Introduction to Decision Trees

Skytowner Guides on Machine Learning

A decision tree is a model used in a wide array of industries that visually maps out the if-else flow of a particular scenario. As an example, consider a scenario where you want to plan out the next d...

A Quick Start With Decision Tree

Analytics Vidhya

A Decision tree is the graphical illustration of all the various ways to make a decision based on specific conditions. These conditions are usually if-then statements or we can generally say it as…

Decision Tree - For Beginners

Analytics Vidhya

· A decision tree is a graphical representation of all possible solutions to a decision based on certain conditions. · Decision Trees are versatile machine learning algorithms that can perform both…

A Dive Into Decision Trees

Towards Data Science

Decision Trees are some of the most used machine learning algorithms. They are used for both classification and Regression. They can be used for both linear and non-linear data, but they are mostly…

Decision Tree 101!

Analytics Vidhya

The decision tree is one of the tree-based algorithms in the machine learning domain. It is highly intuitive and easy to understand which makes it super useful in solving some of the classic machine…

Decision Trees from the Root Up

Towards Data Science

Decision trees are one of the foundational model types in data science. And luckily, they provide a great example of how computers can automate simple human intuitions to build large, complex models…

Working behind DECISION TREES — Easy Explanation

Analytics Vidhya

Decision Tree is a Classification Algorithm used in Machine Learning. It is versatile enough as it can be used to solve Regression problems as well. It is a tree or graph-like structure with a root…

A Quick Guide to Decision Trees

Towards Data Science

Decision Trees are a very common, intuitive and explainable method of analyzing data with the goal of dividing the entities into separate groups (classification) or predicting a quantity…