Powerful, Flexible Tools for a Data-Driven WorldAs the data deluge continues in today's world, the need to master data mining, predictive analytics, and business analytics has never been greater. These techniques and tools provide unprecedented insights into data, enabling better decision making and forecasting, and ultimately the solution of incre
Introduction to Data Mining and RapidMiner. Basic Classification Use Cases for Credit Approval and in Education. Marketing, Cross-Selling, and Recommender System Use Cases. Clustering in Medical and Educational Domains. Text Mining: Spam Detection, Language Detection, and Customer Feedback Analysis. Feature Selection and Classification in Astroparticle Physics and in Medical Domains. Molecular Structure- and Property-Activity Relationship Modeling in Biochemistry and Medicine. Image Mining: Feature Extraction, Segmentation, and Classification. Anomaly Detection, Instance Selection, and Prototype Construction. Meta-Learning, Automated Learner Selection, Feature Selection, and Parameter Optimization. Index.