{"product_id":"pattern-recognition-and-machine-learning-for-self-study-i-kenichiro-ishii-ebook","title":"Pattern Recognition and Machine Learning for Self-Study I","description":"\u003cp\u003ePart I Linear Classification.- Chapter 1 Basic Concepts of Pattern Recognition.- Chapter 2 Linear Discriminant Functions and their Learning.- Chapter 3 Learning based on Minimum Squared Error Criterion.- Chapter 4 Classifier Design.-Chapter 5 Feature Evaluation and Bayes Error.- Chapter 6 Transformation of Feature Space.- Part II Nonlinear Classification.- Chapter 7 Subspace Method.- Chapter 8 Generalized Linear Discriminant Functions.- Chapter 9 Potential Function Method.- Chapter 10 Support Vector Machines. Chapter 11 Kernel Methods.- Chapter 12 Neural Networks.- Part III Bayesian Unified Framework.- Chapter 13 Convolutional Neural Networks.- Chapter 14 Generalization of Learning Algorithms.- Chapter 15 Learning Algorithms and Bayes Decision Rule.\u003c\/p\u003e","brand":"Kenichiro Ishii","offers":[{"title":"Default Title","offer_id":54062654587207,"sku":"9789819514786","price":74.89,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/pattern-recognition-and-machine-learning-for-self--ebook-cover.webp?v=1780407862","url":"https:\/\/www.cinebuch.de\/products\/pattern-recognition-and-machine-learning-for-self-study-i-kenichiro-ishii-ebook","provider":"CineBuch","version":"1.0","type":"link"}