Share
Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models (Chapman & Hall (in English)
Przemyslaw Biecek; Tomasz Burzykowski (Author)
·
· Hardcover
Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models (Chapman & Hall (in English) - Przemyslaw Biecek; Tomasz Burzykowski
$ 151.58
$ 160.00
You save: $ 8.42
Choose the list to add your product or create one New List
✓ Product added successfully to the Wishlist.
Go to My WishlistsIt will be shipped from our warehouse between
Monday, June 24 and
Tuesday, June 25.
You will receive it anywhere in United States between 1 and 3 business days after shipment.
Synopsis "Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models (Chapman & Hall (in English)"
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.
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
All books in our catalog are Original.
The book is written in English.
The binding of this edition is Hardcover.
✓ Producto agregado correctamente al carro, Ir a Pagar.
