Decision Tree

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

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…

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...

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

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 Tree Intuition

Analytics Vidhya

Decision Trees are easy & Simple to implement & interpreted. Decision Tree is a diagram (flow) that is used to predict the course of action or a probability. Each branch of the decision tree…

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…