Understanding Thresholds in Machine Learning

This video explains the fundamentals behind thresholds and their application within neural networks. Siamese neural network project: https://www.sciencebuddies.org/science-fair-projects/project-ideas/ArtificialIntelligence_p016/artificial-intelligence/facial_recognition Neural network video: https://youtu.be/2wrcv28ODNg Siamese neural network video: https://www.youtube.com/watch?v=uPSAk27B-Xs Science Buddies also hosts a library of instructions for over 1,500 other hands-on science projects, lesson plans, and fun activities for K-12 parents, students, and teachers! Visit us at http://www.sciencebuddies.org to learn more. 0:00 Introduction 0:40 Dataset Introduction 1:42 Probability of Data Point Matching 2:22 Thresholds Help Make Decisions 4:13 Thresholds Can Make Mistakes 4:43 You Can Adjust the Threshold 5:20 Conclusion #STEM #sciencebuddies ******************************* Connect with Science Buddies: X: https://x.com/ScienceBuddies FACEBOOK: https://www.facebook.com/ScienceBuddies INSTAGRAM: https://www.instagram.com/scibuddy PINTEREST: https://www.pinterest.com/sciencebuddies