{"product_id":"ensemble-machine-learning-9781441993267","title":"Ensemble Machine Learning","description":"\u003cp\u003eIt is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed \u0026amp;quote;ensemble learning\u0026amp;quote; by researchers in computational intelligence and machine learning, it is known to improve a decision system's robustness and accuracy. Now, fresh developments are allowing researchers to unleash the power of ensemble learning in an increasing range of real-world applications. Ensemble learning algorithms such as \u0026amp;quote;boosting\u0026amp;quote; and \u0026amp;quote;random forest\u0026amp;quote; facilitate solutions to key computational issues such as face recognition and are now being applied in areas as diverse as object tracking and bioinformatics. Responding to a shortage of literature dedicated to the topic, this volume offers comprehensive coverage of state-of-the-art ensemble learning techniques, including the random forest skeleton tracking algorithm in the Xbox Kinect sensor, which bypasses the need for game controllers. At once a solid theoretical study and a practical guide, the volume is a windfall for researchers and practitioners alike.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":53573379883287,"sku":null,"price":25005.3,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9781441993267.jpg?v=1782389130","url":"https:\/\/payment.letskitaboo.com\/products\/ensemble-machine-learning-9781441993267","provider":"Kitaboo One eStore","version":"1.0","type":"link"}