Weka

Weka is an open-source machine learning tool developed at the University of Waikato that helps you build predictive models and analyse data through a straightforward graphical interface. It's designed for people who want to work with machine learning without writing extensive code. You can load datasets, apply various machine learning algorithms, evaluate model performance, and prepare data for analysis all from one application. Weka includes a collection of established algorithms for classification, regression, clustering, and data preprocessing. The tool is particularly useful for learning machine learning concepts, prototyping models quickly, or analysing datasets when you prefer not to code. It's used by students, researchers, and data analysts who need a practical way to experiment with different algorithms and see results without steep technical barriers.