Store besparelser
Hurtig levering
Gemte
Log ind
0
Kurv
Kurv
Explanatory Model Analysis
- Explore, Explain, and Examine Predictive Models
Engelsk Paperback
Explanatory Model Analysis
- Explore, Explain, and Examine Predictive Models
Engelsk Paperback

516 kr
Tilføj til kurv
Sikker betaling
6 - 8 hverdage

Om denne bog

Explanatory Model Analysis Explore, Explain and Examine Predictive Models is a set of methods and tools designed to build better predictive models and to monitor their behaviour in a changing environment. Today, the true bottleneck in predictive modelling is neither the lack of data, nor the lack of computational power, nor inadequate algorithms, nor the lack of flexible models. It is the lack of tools for model exploration (extraction of relationships learned by the model), model explanation (understanding the key factors influencing model decisions) and model examination (identification of model weaknesses and evaluation of model''s performance). This book presents a collection of model agnostic methods that may be used for any black-box model together with real-world applications to classification and regression problems.

Product detaljer
Sprog:
Engelsk
Sider:
324
ISBN-13:
9780367693923
Indbinding:
Paperback
Udgave:
ISBN-10:
0367693925
Udg. Dato:
26 sep 2022
Længde:
20mm
Bredde:
235mm
Højde:
155mm
Forlag:
Taylor & Francis Ltd
Oplagsdato:
26 sep 2022
Vi anbefaler også
Kategori sammenhænge