This book introduces unified language for exploration, explanation and examination of predictive machine learning models. 15 Model-performance... · 2 Model Development · 9 Local Interpretable Model... |
Explanatory Model Analysis Explore, Explain and Examine Predictive Models is a set of methods and tools designed to build better predictive models and to ... |
18 мар. 2021 г. · Explanatory Model Analysis Explore, Explain and Examine Predictive Models is a set of methods and tools designed to build better predictive ... |
In this book we have used several predictive models. One can explore them with the Model Studio under following links. |
It has been frequently used in explanatory model analysis [26] . For example, some methods are proposed for determining variable importance through the ... |
This book introduces unified language for exploration, explanation and examination of predictive machine learning models. |
14 февр. 2023 г. · This paper proposes how different Explanatory Model Analysis (EMA) methods complement each other and discusses why it is essential to juxtapose them. |
9 мая 2020 г. · modelStudio is an R package that automates the exploration of ML models and allows for interactive examination. It works in a model agnostic fashion. |
This book presents, explains, and summarises the techniques for doing so. Moreover, it provides code in R and Python for doing so. The methods have many ... |
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