govinda takstudy-pcaclassification-breast-cancer.hashnode.dev·Nov 28, 2024Comparative Study: PCA & Classification in Breast Cancer DetectionPCA-Based Classification for Breast Cancer Detection Early detection of breast cancer can significantly improve patient outcomes, making accurate diagnostic tools essential. Machine learning (ML) has revolutionized medical diagnostics by providing p...Discuss·1 likeMachine Learning
Anix Lynchgozeroshot.dev·Nov 7, 2024Decision TreesSuppose we have a dataset containing information about passengers on the Titanic and whether they survived. The features include class ( \( x_1 \) : Pclass), sex ( \( x_2 \) ), age ( \( x_3 \) ), and fare paid ( \( x_4 \) ). Based on these features, ...DiscussDecision Tree
Anix Lynchgozeroshot.dev·Nov 5, 2024Part 1: 11 Basic Machine Learning Techniques with Math Notation Friendly Explained1. Linear Regression Linear Regression is one of the simplest techniques for predicting a continuous outcome by modeling the relationship between an independent variable and a dependent variable with a straight line. Key Concept:The goal of linear re...Discuss#Regression
Bhavya Shingariadvancedideamechanics.hashnode.dev·Oct 31, 2024Decision Tree Classification in PythonClassification is a two-step process; a learning step and a prediction step. In the learning step, the model is developed based on given training data. In the prediction step, the model is used to predict the response to given data. A Decision tree i...Discuss·13 likes·95 readsMachine Learning
Debanjan Chakrabortysubspace.hashnode.dev·Jul 28, 2024Predicting Loan Approval Risk: A Comprehensive GuideIntroduction Predicting loan approval risk is a critical task for financial institutions. Accurate predictions can help banks and lenders minimize risks and make informed decisions. In this blog post, we will explore a comprehensive approach to build...Discussprediction
Apurva Gadakhapurva5.hashnode.dev·Jul 26, 2024A Guide to Implementing Decision Tables in Software TestingCondition 1Condition2Condition3Condition4Condition5Condition6Condition7Condition8Condition9Condition10Condition11Condition12Condition13Enter URLYNYYYYYYYYYYYEnter First NameYNYYYYBlankYYYYEnter Last NameYYNYYYYBlankYYYEnter email idYYYNYYYYBlankYYEnt...DiscussTesting
ABHISHEK SINGHabhisinghai.hashnode.dev·Jul 26, 2024Learn Machine Learning and AI with Python Easily-DAY_01Decision Trees: A Powerful Machine Learning Algorithm: What is a Decision Tree? A decision tree is a widely used machine learning algorithm that can be used for both classification and regression tasks. It is a type of supervised learning algorithm t...Discuss·10 likesMachine Learning
Muhammad Ihsanemhaihsan.hashnode.dev·Jul 15, 2024Prediksi Harga Rumah dengan Decision Tree RegressorPendahuluan Decision Tree adalah salah satu algoritma yang sangat populer dalam machine learning, digunakan baik untuk masalah klasifikasi maupun regresi. Pada artikel ini, kita akan fokus pada Decision Tree Regression terlebih dahulu. Decision Tree ...Discuss#Regression
TemiTope Kayodeblog.codewithtemi.site·Jul 6, 2024Building a Simple Machine Learning Model: A Step-by-Step GuideMachine learning, a revolutionary tool in data interpretation, is transforming how we handle and interpret data. It's the driving force behind many modern applications, from predicting stock prices to recommending products. In this guide, we will wal...Discuss·11.8K readsMachine Learning
Lakshay Dhoundiyallakshaydhoundiyal.hashnode.dev·Jun 11, 2024Exploring the Best 5 AI Algorithms and Their ApplicationsArtificial Intelligence (AI) is revolutionizing how we interact with technology, making it smarter and more intuitive. This transformation is occurring due to these powerful algorithms that enable machines to learn from data and make informed decisio...Discuss·21 likes·52 readsHandwritten Digit Recognition
