کتاب دانلود کتب لاتین علوم مهندسیآمار و احتمال
آنالیز مدل توضیحی - کاوش، توضیح و بررسی مدل های پیش بینی کننده
آنالیز مدل توضیحی - کاوش، توضیح و بررسی مدل های پیش بینی کننده

Explanatory Model Analysis - Explore, Explain, and Examine Predictive Models
سال انتشار: 2021
تعداد صفحات: 327
زبان فایل: انگلیسی
فرمت فایل: pdf
حجم فایل: 118MB
قیمت: 200,000ريال

افزودن به سبد دانلود

Publisher : Chapman and Hall/CRC

ISBN-10 : 0367135590

ISBN-13 : 978-0367135591

ASIN : B08SCD3WB8

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.