Application Of Decision Tree For Developing Accurate Prediction Models
DOWNLOAD
Download Application Of Decision Tree For Developing Accurate Prediction Models PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Application Of Decision Tree For Developing Accurate Prediction Models book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Application Of Decision Tree For Developing Accurate Prediction Models
DOWNLOAD
Author : Dr. Pratibha Vijay Jadhav & Dr. Vaishali Vilas Patil
language : en
Publisher: Ashok Yakkaldevi
Release Date : 2022-06-22
Application Of Decision Tree For Developing Accurate Prediction Models written by Dr. Pratibha Vijay Jadhav & Dr. Vaishali Vilas Patil and has been published by Ashok Yakkaldevi this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-22 with Art categories.
Today’s world is bounded by data, from morning to night each and all work is associated to data. The usage of computer and its technology is rapidly growing in many different fields like Education, banking sector, bioinformatics field, business, health cares and Industry. In all ways, everywhere data is created and this information is stored in various hubs or data wares houses. There is huge amount of data and it is created by increasing usage of computer. There is rapidly growth of data generated by all systems and it can be used for deriving models by assessing useful relationship among input and output dependencies. Consequently, there is presently shifted a model since classical modelling and it investigates to develop a model and the equivalent analyses from stored data. Government organizations, scientific institutions, administration offices and businesses have all dedicated huge resources to assembly and putting away information. Now a days, Data can possibly assist organizations with improving tasks and make quicker, progressively powerful decisions. The information or data is gathered from various sources including messages, cell phones, applications, databases, servers and different methods. This information is collected, arranged, controlled and put in meaningful information. This meaningful information would assist to an organization with valuable understanding to hold the clients for expand the income and improved the business activities. The government organizations and companies are gathering the useful information to support to manage human resources.
Interpretable Machine Learning
DOWNLOAD
Author : Christoph Molnar
language : en
Publisher: Lulu.com
Release Date : 2020
Interpretable Machine Learning written by Christoph Molnar and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Computers categories.
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Proceedings Of The 3rd International Conference On Economic Development And Business Culture Icedbc 2023
DOWNLOAD
Author : Shehnaz Tehseen
language : en
Publisher: Springer Nature
Release Date : 2023-09-25
Proceedings Of The 3rd International Conference On Economic Development And Business Culture Icedbc 2023 written by Shehnaz Tehseen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-25 with Business & Economics categories.
This is an open access book.The 3rd International Conference on Economic Development and Business Culture (ICEDBC 2023) will be held in Dali on June 30–July 2, 2023. ICEDBC 2023 is annual conference since 2021. It was held in Xiamen, Dali from 2021 to 2022. Every year, there are many attendees from Asia, Europe, America, etc., and quite a few well-known experts give plenary speeches. Business culture is an organic and important part of the social culture system, it is the comprehensive reflection and expression of national culture and modern consciousness in business behavior, and is formed under the influence of national culture and modern consciousness with modern business characteristics and group consciousness as well as the behavior norms generated by this consciousness. For business, one hand on the economy, the other on culture, will certainly promote China's business towards modernization in a big step. The day when business culture is flourishing is the day when business economy is flourishing. Business culture plays a fundamental and decisive role in economic development, providing adequate basic support and supporting services for business activities. Business culture regulates business behavior, regulates business relationships, and influences the way of thinking in economic operation. Business culture promotes economic development through the shaping of people's pattern realm, entrepreneurship and integrity spirit. Business culture plays the role of "adhesive, catalyst and lubricant" for economic development by constructing and practicing value creation in business management and business transactions. ICEDBC2023 aims to explore the role of business culture in promoting economic development and to thoroughly analyze how to use its economic functions more effectively. ICEDBC 2023 warmly invite you to participate in and look forward to seeing you in Dali, China.
Application And Development Of Data Simulation And Mechanical Analysis In Civil Engineering
DOWNLOAD
Author : Guangliang Feng
language : en
Publisher: Springer Nature
Release Date : 2025-05-09
Application And Development Of Data Simulation And Mechanical Analysis In Civil Engineering written by Guangliang Feng and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-09 with Technology & Engineering categories.
The proceedings of the 11th International Conference on Civil Engineering are mainly aimed at middle and senior engineering and technical personnel in the field of civil engineering. It mainly reports the development of various professional fields of civil engineering, major civil engineering records, important achievements and development status of building structures, bridge structures, geotechnical mechanics and foundations, tunnels and underground structures, road and traffic engineering, construction management and other majors in scientific research and design, and also publishes papers and reports that are intersecting or closely related to the above majors in building materials, ports, water conservancy, computer applications, mechanics, disaster prevention and mitigation, etc. The purpose of this dissertation is to promote academic exchanges in the field of civil engineering at home and abroad.
Applications Of Artificial Intelligence Techniques In The Petroleum Industry
DOWNLOAD
Author : Abdolhossein Hemmati-Sarapardeh
language : en
Publisher: Gulf Professional Publishing
Release Date : 2020-08-26
Applications Of Artificial Intelligence Techniques In The Petroleum Industry written by Abdolhossein Hemmati-Sarapardeh and has been published by Gulf Professional Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-26 with Science categories.
Applications of Artificial Intelligence Techniques in the Petroleum Industry gives engineers a critical resource to help them understand the machine learning that will solve specific engineering challenges. The reference begins with fundamentals, covering preprocessing of data, types of intelligent models, and training and optimization algorithms. The book moves on to methodically address artificial intelligence technology and applications by the upstream sector, covering exploration, drilling, reservoir and production engineering. Final sections cover current gaps and future challenges. - Teaches how to apply machine learning algorithms that work best in exploration, drilling, reservoir or production engineering - Helps readers increase their existing knowledge on intelligent data modeling, machine learning and artificial intelligence, with foundational chapters covering the preprocessing of data and training on algorithms - Provides tactics on how to cover complex projects such as shale gas, tight oils, and other types of unconventional reservoirs with more advanced model input
C4 5
DOWNLOAD
Author : J. Ross Quinlan
language : en
Publisher: Morgan Kaufmann
Release Date : 1993
C4 5 written by J. Ross Quinlan and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.
This book is a complete guide to the C4.5 system as implemented in C for the UNIX environment. It contains a comprehensive guide to the system's use, the source code (about 8,800 lines), and implementation notes.
Proceedings Of Teem 2024
DOWNLOAD
Author : Rafael Molina Carmona
language : en
Publisher: Springer Nature
Release Date : 2025-08-15
Proceedings Of Teem 2024 written by Rafael Molina Carmona and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-15 with Education categories.
This volume comprises of the proceedings of The Twelfth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM). It reflects outstanding advances, with a multidisciplinary perspective, in the technological ecosystems that support Knowledge Society building and development. This book covers broad-scope research areas, such as Educational Assessment and Orientation, Human-Computer Interaction, eLearning, Computers in Education, Communication Media and Education, Medicine and Education, Learning Analytics, Engineering Education, Robotics in Education, Diversity in Education, Smart Learning and Gamification, and Games for Learning. TEEM is divided into fifteen thematic and highly cohesive tracks, each of which is oriented to a specific community of interest, including researchers, professionals, and students. Additionally, the multidisciplinary approach allows cross-track interest, which enhances the value of the overall volume.
Proceedings Of The 8th International Conference On Economic Management And Green Development
DOWNLOAD
Author : Xiaolong Li
language : en
Publisher: Springer Nature
Release Date : 2025-04-03
Proceedings Of The 8th International Conference On Economic Management And Green Development written by Xiaolong Li and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-03 with Business & Economics categories.
This book covers a diverse range of topics situated at the intersecting fields of economic management, public administration, and green development. Economics has always been a heated research topic and green development is rising and integrating with various fields for interdisciplinary studies. Initiated in 2017, the International Conference on Economic Management and Green Development (ICEMGD) is an annual conference aiming at bringing together researchers from the fields of economics, business management, public administration, and green development for the sharing of research methods and theoretical breakthroughs. The 8th ICEMGD was held on September 26, 2024. It cooperates with Comenius University in Bratislava, University of Murcia, Edinburgh Napier University, Beijing Union University, and China Agricultural University to hold workshops worldwide. The proceedings consist of papers accepted by ICEMGD 2024, which are carefully selected and reviewed by professional reviewers from corresponding research fields and the editing committee of the conference. ICEMGD is working to provide a platform for international participants from fields like macro- and microeconomics, international economics, finance, agricultural economics, health economics, business management and marketing strategies, regional development studies, social governance, and sustainable development. This proceedings book, together with the conference, looks forward to sparking inspiration and promoting collaborations. This book is of interest to researchers, academics, professionals, and policy makers in the field of economic management, public administration, and development studies.
Proceedings Of The 2nd International Conference On Nonlinear Dynamics And Applications Icnda 2024 Volume 3
DOWNLOAD
Author : Asit Saha
language : en
Publisher: Springer Nature
Release Date : 2024-12-09
Proceedings Of The 2nd International Conference On Nonlinear Dynamics And Applications Icnda 2024 Volume 3 written by Asit Saha and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-09 with Science categories.
This book covers the latest advancements and applications of nonlinear dynamics in various fields of science and engineering, presenting a curated selection of peer-reviewed contributions at the 2nd International Conference on Nonlinear Dynamics and Applications (ICNDA 2024) at Sikkim Manipal Institute of Technology (SMIT). Organized by the Department of Mathematics, SMIT, SMU, this international conference provides a platform for scientists, researchers, and inventors to share their findings and exchange ideas in the ever-evolving field of nonlinear dynamics. This book comprises three volumes. Volume 3 focuses on graphs, networks, and communications. It covers topics such as optimization in control and neural systems; machine learning for signal analysis and classification; graph theory applications in science and engineering; analysis of wavelets and transforms in signal processing; and semiconductor devices and nanomaterials.
Proceedings Of The International Field Exploration And Development Conference 2020
DOWNLOAD
Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2021-06-17
Proceedings Of The International Field Exploration And Development Conference 2020 written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-17 with Technology & Engineering categories.
This book is a compilation of selected papers from the 10th International Field Exploration and Development Conference (IFEDC 2020). The proceedings focuses on Reservoir Surveillance and Management, Reservoir Evaluation and Dynamic Description, Reservoir Production Stimulation and EOR, Ultra-Tight Reservoir, Unconventional Oil and Gas Resources Technology, Oil and Gas Well Production Testing, Geomechanics. The conference not only provides a platform to exchanges experience, but also promotes the development of scientific research in oil & gas exploration and production. The main audience for the work includes reservoir engineer, geological engineer, enterprise managers senior engineers as well as professional students.