Store besparelser
Hurtig levering
Fri fragt over 499,-
Gemte
Log ind
0
Kurv
Kurv
Multivariate Statistical Machine Learning Methods for Genomic Prediction
Engelsk
Bogcover for Multivariate Statistical Machine Learning Methods for Genomic Prediction af Abelardo Montesinos Lopez, Osval Antonio Montesinos Lopez, Jose Crossa, 9783030890094
Specifikationer
Sprog:
Engelsk
Sider:
691
ISBN-13:
9783030890094
Indbinding:
Hardback
ISBN-10:
3030890090
Udg. Dato:
14 jan 2022
Størrelse i cm:
16,4 x 24,3 x 4,5
Oplagsdato:
14 jan 2022

Multivariate Statistical Machine Learning Methods for Genomic Prediction

Engelsk
Hardback 2022
Format:

Bog beskrivelse
Preface.- Chapter 1.- General elements of genomic selection and statistical learning.- Chapter. 2.- Preprocessing tools for data preparation.- Chapter. 3.- Elements for building supervised statistical machine learning models.- Chapter. 4.- Overfitting, model tuning and evaluation of prediction performance.- Chapter. 5.- Linear Mixed Models.- Chapter. 6.- Bayesian Genomic Linear Regression.- Chapter. 7.- Bayesian and classical prediction models for categorical and count data.- Chapter. 8.- Reproducing Kernel Hilbert Spaces Regression and Classification Methods.- Chapter. 9.- Support vector machines and support vector regression.- Chapter. 10.- Fundamentals of artificial neural networks and deep learning.- Chapter. 11.- Artificial neural networks and deep learning for genomic prediction of continuous outcomes.- Chapter. 12.- Artificial neural networks and deep learning for genomic prediction of binary, ordinal and mixed outcomes.- Chapter. 13.- Convolutional neural networks.- Chapter. 14.- Functional regression.- Chapter. 15.- Random forest for genomic prediction.
... Vis mere

Forlags Vejl. pris
524,24 kr
Hos Booktok
409 kr
spar 22%
Læg i kurv nu
Sikker betaling
23 - 25 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
691
ISBN-13:
9783030890094
Indbinding:
Hardback
ISBN-10:
3030890090
Udg. Dato:
14 jan 2022
Størrelse i cm:
16,4 x 24,3 x 4,5
Oplagsdato:
14 jan 2022
Finder produkter...
Kategori sammenhænge