Decision Tree

Decision-Tree

Analytics Vidhya

Decision Tree is one of the most widely used machine learning algorithm. It is a supervised learning algorithm that can perform both classification and regression operations. As the name suggest, it…

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…

Decision Trees

Codecademy

Decision Trees are intuitive machine learning algorithms that can be used for classification and regression tasks. They recursively split data into subsets based on feature values, creating a tree-lik...

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…

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

Machine Learning University - Explain

Let's pretend we're farmers with a new plot of land. Given only the Diameter and Height of a tree trunk, we must determine if it's an Apple, Cherry, or Oak tree. To do this, we'll use a Decision Tree....

Decision Tree in Machine Learning

Towards Data Science

A decision tree is a flowchart-like structure in which each internal node represents a test on a feature (e.g. whether a coin flip comes up heads or tails) , each leaf node represents a class label…

Decision Tree - an intuitive understanding

Analytics Vidhya

Decision tree algorithm is one of the powerful tools of machine learning. The most basic example of decision tree would be buying a car. When buying a car there are lots of questions related to…

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…

Decision Tree

Christophm Interpretable Machine Learning Book

Linear regression and logistic regression models fail in situations where the relationship between features and outcome is nonlinear or where features interact with each other. Time to shine for the d...

All About Decision Tree

Towards AI

In this article we will understand the Decision Tree by answering the following question: * What is a Decision Tree? * What is the core concept of a Decision Tree? * What are the terminologies used in...