Decision Trees

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 TREES

Towards Data Science

Before diving into the theoretical concept of Decision trees lets first clarify what are decision trees? and why should we use them. Decision trees which are also modernly known as classification and…...

1.10. Decision Trees

Scikit-learn User Guide

Decision Trees (DTs) are a non-parametric supervised learning method used for classification and regression. The goal is to create a model that predicts the value of a target variable by learning s......

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…

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...

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 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…

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…

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…

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 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 and Random Forests

Towards Data Science

Decision trees are a type of model used for both classification and regression. Trees answer sequential questions which send us down a certain route of the tree given the answer. The model behaves…