Let’s Solve Overfitting! Quick Guide to Cost Complexity Pruning of Decision Trees
This article was published as a part of the Data Science Blogathon. Understanding the problem of Overfitting in Decision Trees and solving it by …
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Plotting Decision Surface for Classification Machine Learning Algorithms
Overview Machine Learning algorithms for classification involve learning how to assign classes to observations. There are nuances to every algorithm. Each algorithm differs in …
Decision Tree vs. Random Forest – Which Algorithm Should you Use?
A Simple Analogy to Explain Decision Tree vs. Random Forest Let’s start with a thought experiment that will illustrate the difference between a decision …
A Beginner’s Guide to Random Forest Hyperparameter Tuning
Introduction to Random Forest What’s the first image that comes to your mind when you think about Random Forest? It conjures up images of …
Build a Decision Tree in Minutes using Weka (No Coding Required!)
Learn how to build a decision tree model using Weka This tutorial is perfect for newcomers to machine learning and decision trees, and those …
Commonly used Machine Learning Algorithms (with Python and R Codes)
Note: This article was originally published on August 10, 2015 and updated on Sept 9th, 2017 Overview Major focus on commonly used machine learning …
Which algorithm takes the crown: Light GBM vs XGBOOST?
Introduction If you are an active member of the Machine Learning community, you must be aware of Boosting Machines and their capabilities. The development …
45 questions to test Data Scientists on Tree Based Algorithms (Decision tree, Random Forests, XGBoost)
Introduction Tree Based algorithms like Random Forest, Decision Tree, and Gradient Boosting are commonly used machine learning algorithms. Tree based algorithms are often used …
Solutions for Skilltest Machine Learning : Revealed
Introduction Automation and Intelligence has always been a driving force for technological advancements. Techniques like machine learning enable these advancements in every domain possible. …
16 New Must Watch Tutorials, Courses on Machine Learning
Introduction Most of us fail to acknowledge that Youtube has a massive resource center of machine learning tutorials which are free to access. You no longer …
