Haocheng Linhaochengcodedev.hashnode.dev·May 9, 2024The Confusion Matrix Metrics📖Introduction In machine learning, evaluating the performance of a model is akin to peering into a crystal ball to gauge its predictive prowess. One indispensable tool in this evaluation arsenal is the confusion matrix. So, what exactly is this matr...DiscussMachine Learning
Nehal IngoleforRead & Learnlearnwithnehal.hashnode.dev·Mar 18, 2024Cyber Security And Confusion MatrixHello Everyone In this article we will discuss what role does Confusion Matrix plays in the Cybersecurity field?? As we all know that cybersecurity is very important as they are responsible for our security from cybercrime and the tools and tech they...DiscussFalseNegative
Uday Kiran Kavaturuudaykiran.tech·Jun 21, 2023Confusion Matrix - An easy way to remember and useIf you have ever done logistics regression, then you must be aware of the confusion matrix. The name is so apt for this important machine-learning concept. I used to get so confused trying to make sense of the matrix and the formulas. I struggled wit...DiscussArtificial Intelligence
Andrew Sharifikiaalireza-sharifikia.hashnode.dev·Jan 29, 2023Enterprise Level Machine Learning Tools & Tips: Part 1For those who are familiar with machine learning, I'm going to describe multiple topics that one faces while implementing enterprise-level AI. I'm going to list and explain some of the available tools from statistical analysis methods, to the mathema...Discuss·146 readsBusiness-Oriented Machine LearningMachine Learning
Bhagirath Deshani bhagirathkd.hashnode.dev·Jan 1, 2023#19 Machine Learning & Data Science Challenge 19What is the Confusion Matrix? A confusion matrix is a table that is often used to describe the performance of a classification model (or “classifier”) on a set of test data for which the true values are known. It allows the visualization of the per...Discuss·48 readsMachine Learning & Data Science Interview ChallengesMachine Learning
chidubem ndukwechidubem31.hashnode.dev·Oct 16, 2022Understanding the Confusion Matrix 💪Hey 👋, I’m chidubem and in this article I will unveil the hidden details in the Confusion Matrix. WHY CONFUSION MATRIX ? 🤨 If you have ever made a classification model, you have probably found out the quality of your model by maybe checking the acc...Discuss·86 readsArtificial Intelligence
Agin ElvisforShe Code Africa Nairobiscanairobi.hashnode.dev·Sep 8, 2022Accuracy as a ML Model Evaluation MetricIntroduction Consider a classification model like the one in our previous article on Exploratory Data Analysis (EDA) that was determining whether a job is fraudulent or not. The algorithm is trained and we want to see how well it performs on a set of...Discuss·13 likes·59 readsaccuracy
Robin kumarthecoderbro.hashnode.dev·Jul 26, 2022Confusion Matrix in Machine LearningWhy this metric named as confusion matrix? From my point of view, the matrix term refers to row and column, the confusion term refers to the thought of the machine that didn’t classify 100% accurately. Let’s learn about the confusion matrix a little...DiscussMachine Learning
