Decision trees | Classification algorithms
C4.5 is an algorithm used to generate a decision tree developed by Ross Quinlan. C4.5 is an extension of Quinlan's earlier ID3 algorithm. The decision trees generated by C4.5 can be used for classification, and for this reason, C4.5 is often referred to as a statistical classifier. In 2011, authors of the Weka machine learning software described the C4.5 algorithm as "a landmark decision tree program that is probably the machine learning workhorse most widely used in practice to date". It became quite popular after ranking #1 in the Top 10 Algorithms in Data Mining pre-eminent paper published by Springer LNCS in 2008. (Wikipedia).
Introduction to the C programming language. Part of a larger series teaching programming. See http://codeschool.org
From playlist The C language
Introduction to the C programming language. Part of a larger series teaching programming. See http://codeschool.org
From playlist The C language
Data Mining with Weka (3.5: Pruning decision trees)
Data Mining with Weka: online course from the University of Waikato Class 3 - Lesson 5: Pruning decision trees https://weka.waikato.ac.nz/ Slides (PDF): https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/ https://twitter.com/WekaMOOC https://wekamooc.blogspot.co.nz/ Departme
From playlist Data Mining with Weka
Data Mining with Weka (1.4: Building a classifier)
Data Mining with Weka: online course from the University of Waikato Class 1 - Lesson 4: Building a classifier https://weka.waikato.ac.nz/ Slides (PDF): https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/ https://twitter.com/WekaMOOC https://wekamooc.blogspot.co.nz/ Departmen
From playlist Data Mining with Weka
Introduction to Interpretable Machine Learning II - Cynthia Rudin
2022 Program for Women and Mathematics: The Mathematics of Machine Learning Topic: Terng Lecture: Introduction to Interpretable Machine Learning II Speaker: Cynthia Rudin Affiliation: Duke University Date: May 24, 2022
From playlist Mathematics
C++ Tutorial 5 : Strings & Math
Cheat Sheet : https://goo.gl/xD2YLo Best C++ Book : https://amzn.to/2IX5veu https://www.patreon.com/derekbanas In this part of my C++ tutorial we'll cover numerous ways to interact with Strings, numerous common Math functions and we'll solve a rather complex 2 part problem. The goal of th
From playlist C++ Tutorial
Algebra - Ch. 5: Polynomials (1 of 32) What is a Polynomial?
Visit http://ilectureonline.com for more math and science lectures! In this video I will explain what is a polynomial. An algebraic expression with 2 or more terms. I will also explain what is a monomial, binomial, trinomial, and polynomial of 4 terms; terms, and factors. To donate: http
From playlist ALGEBRA CH 5 POLYNOMIALS
Sorting Algorithm in C# Explained | C# LINQ | C# Delegates | C# Tutorial For Beginners | Simplilearn
This video on Sorting Algorithm in C# Explained will provide a clear understanding of the Sorting Algorithm in C#. In this tutorial on Sorting Algorithms in C# tutorial for Beginners, you will get a proper Introduction To Sorting. We will begin our session with a discussion on What sorting
From playlist C# Training 🔥[2022 Updated]
SMOTE, Synthetic Minority Over-sampling Technique (discussions) | AISC Foundational
Toronto Deep Learning Series, 26 November 2018 Paper: https://arxiv.org/pdf/1106.1813.pdf Speaker: Jason Grunhut (Telus Digital) Host: Telus Digital Date: Nov 26th, 2018 SMOTE: Synthetic Minority Over-sampling Technique An approach to the construction of classifiers from imbalanced da
From playlist Math and Foundations
Workshop on Federated Learning & Analytics: Pre-recorded Talks Day 1 Track 2 Q&A Privacy/Security
A Google TechTalk, 2020/7/29, presented by all Day Track 2 speakers ABSTRACT: Google Workshop on Federated Learning and Analytics: Pre-recorded Talks Day 1 Track 2 Question and Answer session on Privacy/Security
From playlist 2020 Google Workshop on Federated Learning and Analytics
TDLS - Classics: SMOTE, Synthetic Minority Over-sampling Technique (algorithm)
Toronto Deep Learning Series, 26 November 2018 Paper: https://arxiv.org/pdf/1106.1813.pdf Speaker: Jason Grunhut (Telus Digital) Host: Telus Digital Date: Nov 26th, 2018 SMOTE: Synthetic Minority Over-sampling Technique An approach to the construction of classifiers from imbalanced da
From playlist Math and Foundations
Introduction to Interpretable Machine Learning I - Cynthia Rudin
2022 Program for Women and Mathematics: The Mathematics of Machine Learning Topic: Terng Lecture: Introduction to Interpretable Machine Learning Speaker: Cynthia Rudin Affiliation: Duke University Date: May 23, 2022
From playlist Mathematics
What is the 4th Dimension REALLY? - 4D Golf Devlog #2
A more practical explanation for those interested in exploring 4D spaces. For those not already familiar with basic 4D concepts, here's some videos I can recommend: "Visualizing 4D Geometry" https://www.youtube.com/watch?v=4URVJ3D8e8k "The things you'll find in higher dimensions" https:/
From playlist 4D Golf
Understanding Basic Algorithms in C Programming | Edureka
Watch Sample Class Recording: http://www.edureka.co/c-programming-datastructure-course?utm_source=youtube&utm_medium=referral&utm_campaign=basic-algorithm C programming is a computer programming language that allow users to create instructions for a computer to follow. While C has a slig
From playlist Learn C programming
Coding a network server in C. The server implements a simple "Yo" service. This was done as part of the CSCI 46 "System Programming in C" course at Sierra College.
From playlist C Programming
Algebra - Ch. 5: Polynomials (2 of 32) What is the Degree of a Polynomial?
Visit http://ilectureonline.com for more math and science lectures! In this video I will explain what are 0, 1st, 2nd, and 3rd degree polynomials. Note: the degree corresponds to the exponent of the variable in the term. To donate: http://www.ilectureonline.com/donate https://www.patreon
From playlist ALGEBRA CH 5 POLYNOMIALS
What Is An Algorithm? | What Exactly Is Algorithm? | Algorithm Basics Explained | Simplilearn
This video explains what is an algorithm in the data structure. This Simplilearn's What Is An Algorithm? tutorial will help beginners to understand what exactly is an algorithm with an example. All of the algorithm basics are explained in this video. Following topics covered in this vi
From playlist Data Structures & Algorithms [2022 Updated]
Sorting Algorithms Full Course | Sorting Algorithms In Data Structures Explained | Simplilearn
This Simplilearn video is based on The Sorting Algorithms Full Course. This tutorial mainly focuses on all the major Sorting Algorithms In Data Structures Explained with detailed theory and practical examples for providing a better learning experience. This video covers the following Sort
From playlist Simplilearn Live
C Programming: Sorting and searching arrays of structs
In this session we learn how to sort an array of structs, then search it using the built-in binary search (bsearch) function.
From playlist C Programming