[Part 3] Predicting Numbers or Choosing Categories?: A Gentle Explanation of Regression and Classification

Estimated reading time: approx. 3 minutes 30 secondsIn machine learning, models learned from past data are used to predict ...
techtarget

4 types of machine learning models explained

Artificial intelligence is built on the foundation of machine learning (ML) models. These models are software programs designed to classify data, identify data patterns, spot anomalies in data sets, ...
Visual Studio Magazine

Tsetlin Machine Binary Classification Using C#

The goal of a machine learning binary classification problem is to predict a variable that has exactly two possible values. For example, you might want to predict the sex of a company employee (male = ...
Boston University

What is Machine Learning? The Foundations of ML in Practice

A strong foundation in mathematics plays a critical role in understanding artificial intelligence and adapting to ongoing technological change. Math underpins many machine learning basics, shaping how ...
ascopubs.org

Error Reduction in Leukemia Machine Learning Classification With Conformal Prediction

Assessing Algorithmic Fairness With a Multimodal Artificial Intelligence Model in Men of African and Non-African Origin on NRG Oncology Prostate Cancer Phase III Trials Recent advances in machine ...
BIOENGINEER

New Adaptive Learning Method Keeps AI Models Sharp as Streaming Data Shifts

Researchers have introduced DACD, a dynamic adaptive learning method that detects concept drift in streaming data with a ...
BIOENGINEER

Simple Machine Learning Model Teaches Robots to Dodge Obstacles in Crowded Spaces

Researchers have developed an adaptive logistic regression model that lets low-cost autonomous robots classify obstacles and ...

3 Books to Bridge the Gap Between Machine Learning Theory and Implementation

Introduction A few years ago, I was running demand forecasting models for work. The accuracy was decent, and the dashboard ...
AZoM

Machine Learning Improves LIBS Classification of Real Plastic Waste Under Variable Laser Conditions

Researchers used machine learning-assisted laser-induced breakdown spectroscopy (LIBS) to classify PP, PET, HDPE, and LDPE ...