Kontakt
Ako nakupovať
Doručenie
Nákupný poradca
Advances in Supervised Classification Models
Semi-Naive Bayes Classifiers, Classification Trees and Applications to Genomics
Angličtina
167 b
30 dní na vrátenie tovaru
Zákazníci tiež kúpili
/
Brožovaná
16.15
€
/
Brožovaná
35.63
€
Supervised classification models allow to make predictions about a target random variable, which describes a feature of interest of some object, using the evidence provided by a set of descriptives variables about this object. For example, predict if an email is spam or not using the words it contains. The first part of this book presents two new contributions to the state of the art of these models. Firstly, a new semi-Naive Bayes classifier is presented which provides competitive predictions while requires very low memory resources. These properties make this model attractive for integration into devices with limited memory resources (e.g. mobile phones). The second contribution was a new Bayesian approach to the problem of learning classification trees. In the second part of this book, new supervised classification models based on the selection of small sets of predictive features were proposed and applied to the analysis of genomic data sets. More precisely, the classification in molecular subtypes of tumor samples which had a variant of lymphoma cancer ("Diffuse Large-B Cell Lymphoma") was approached.
Informácie o knihe
Angličtina
Darujte túto knihu ešte dnes
Je to jednoduché
1 Pridajte knihu do košíka a vyberte možnosť doručiť ako darček 2 Obratom Vám zašleme poukaz 3 Knihu zašleme na adresu obdarovanéhoMohlo by vás tiež zaujímať
/
Pevná
205.36
€
/
Brožovaná
23.42
€
/
Pevná
22.81
€
Ahoj! Som Libroamiko, tvoj knižný radca.
Ako ti môžem pomôcť?