Prediksi Diagnosa Kehamilan Menggunakan Algoritma C4 5 Dan Random Forest
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Prediksi Diagnosa Kehamilan Menggunakan Algoritma C4 5 Dan Random Forest
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Author : Roni Habibi
language : id
Publisher: Penerbit Buku Pedia
Release Date : 2023-09-12
Prediksi Diagnosa Kehamilan Menggunakan Algoritma C4 5 Dan Random Forest written by Roni Habibi and has been published by Penerbit Buku Pedia this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-12 with Computers categories.
Buku ini menyajikan hasil dari sebuah studi yang dilakukan untuk mengevaluasi performa dari dua algoritma machine learning dalam prediksi diagnosa kehamilan. selain itu, buku ini juga akan memberikan pandangan tentang bagaimana algoritma decision tree dan random forest dapat digunakan dalam proses prediksi diagnosa kehamilan dan menjelaskan tujuan dari studi yaitu untuk menemukan algoritma yang paling efektif dalam prediksi diagnosa kehamilan. Dari hasil evaluasi dapat disimpulkan bahwa algoritma Random Forest dengan menggunakan dataset yang seimbang memiliki akurasi terbaik sebesar 81%, hal ini menunjukkan bahwa menggunakan dataset yang seimbang dapat meningkatkan performa dalam prediksi diiagnosa kehamilan. Oleh karena itu, dalam studi ini digunakan Algoritma Random Forest untuk prediksi diagnosa kehamilan karena metode ini sering digunakan dalam proses pengklasifikasian dan kinerjanya yang baik.
Introduction To Cancer Biology
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Author : Momna Hejmadi
language : en
Publisher: Bookboon
Release Date : 2014*
Introduction To Cancer Biology written by Momna Hejmadi and has been published by Bookboon this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014* with Cancer categories.
"Introduction to Cancer Biology is a short primer on how cancers develop and grow. The aim of this book is to provide a gentle exploration of the fundamental concepts in a easy-to-understand format, using examples and key figures for illustration. It is written in a style to help the reader understand the six basic principles that inform our current understanding of cancer, at the molecular, cellular and physiological level. The text can be used either as a first step towards a deeper understanding of the mechanisms of cancer progression or it can be used as a quick revision guide. It would be suitable for anyone, with or without a background in biology."--Website.
Data Mining
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Author : Richard J. Roiger
language : en
Publisher: CRC Press
Release Date : 2017-01-06
Data Mining written by Richard J. Roiger and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-06 with Business & Economics categories.
Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The text guides students to understand how data mining can be employed to solve real problems and recognize whether a data mining solution is a feasible alternative for a specific problem. Fundamental data mining strategies, techniques, and evaluation methods are presented and implemented with the help of two well-known software tools. Several new topics have been added to the second edition including an introduction to Big Data and data analytics, ROC curves, Pareto lift charts, methods for handling large-sized, streaming and imbalanced data, support vector machines, and extended coverage of textual data mining. The second edition contains tutorials for attribute selection, dealing with imbalanced data, outlier analysis, time series analysis, mining textual data, and more. The text provides in-depth coverage of RapidMiner Studio and Weka’s Explorer interface. Both software tools are used for stepping students through the tutorials depicting the knowledge discovery process. This allows the reader maximum flexibility for their hands-on data mining experience.
Tencon 2015 2015 Ieee Region 10 Conference
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Author : IEEE TENCON
language : en
Publisher:
Release Date : 2015
Tencon 2015 2015 Ieee Region 10 Conference written by IEEE TENCON and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Computer networks categories.
Academic Research Industrial Collaboration Challenges and Opportunities in Electrical, Electronic, Computer, Communication and Information Engineering.
The Handbook Of Pediatric Dentistry
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Author : Arthur Nowak
language : en
Publisher:
Release Date : 2025-05-17
The Handbook Of Pediatric Dentistry written by Arthur Nowak and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-17 with Health & Fitness categories.
The premier reference for pediatric dentists and other health professionals. Designed to serve as a quick reference guide, the handbook is a must-have addition to every practice. The Handbook of Pediatric Dentistry has been completely revised and updated to present the most up-to-date information in a quick reference format. Each chapter also suggests readings and useful Web sites for additional information.
Motivational Teaching
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Author : Nick Thorner
language : en
Publisher: Oxford University Press
Release Date : 2017-02-14
Motivational Teaching written by Nick Thorner and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-14 with Study Aids categories.
Motivational Teaching provides a clear overview of the many factors that affect learner motivation and connects each of them to innovative teaching ideas and strategies. • Features over 100 tried and tested teaching ideas, underpinned by the latest research into learner motivation. • Explores how motivation to learn works both on an individual level and within the classroom environment. • Provides insights to enhance motivation through key teaching processes, from choosing materials and designing tasks to closing lessons and giving feedback. • Investigates how teachers can raise learner motivation across a range of ages, abilities, and backgrounds.
Discovering Knowledge In Data
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Author : Daniel T. Larose
language : en
Publisher: John Wiley & Sons
Release Date : 2005-01-28
Discovering Knowledge In Data written by Daniel T. Larose and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-28 with Computers categories.
Learn Data Mining by doing data mining Data mining can be revolutionary-but only when it's done right. The powerful black box data mining software now available can produce disastrously misleading results unless applied by a skilled and knowledgeable analyst. Discovering Knowledge in Data: An Introduction to Data Mining provides both the practical experience and the theoretical insight needed to reveal valuable information hidden in large data sets. Employing a "white box" methodology and with real-world case studies, this step-by-step guide walks readers through the various algorithms and statistical structures that underlie the software and presents examples of their operation on actual large data sets. Principal topics include: * Data preprocessing and classification * Exploratory analysis * Decision trees * Neural and Kohonen networks * Hierarchical and k-means clustering * Association rules * Model evaluation techniques Complete with scores of screenshots and diagrams to encourage graphical learning, Discovering Knowledge in Data: An Introduction to Data Mining gives students in Business, Computer Science, and Statistics as well as professionals in the field the power to turn any data warehouse into actionable knowledge. An Instructor's Manual presenting detailed solutions to all the problems in the book is available online.
The Glory Of Sri Sri Ganesh
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Author : Mahāśvetā Debī
language : en
Publisher:
Release Date : 2003
The Glory Of Sri Sri Ganesh written by Mahāśvetā Debī and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Fiction categories.
The Glory of Sri Sri Ganesh shows the lives of the underdogs the Lachhimsa, the Rukmanis, the Mohors and the Haroas as a contrast to the lives of their all-powerful overlords the Medinis and Ganeshes. Lachhima, whose leashed bitterness and anger of a lifetime against Medini and Ganesh is liberated at the end of the novel when Ganesh begs her to save his life, decides to save him, but on her own terms. The title of the work itself becomes a tool for subversion in this sprawling novel which takes the reader through a multilayered narrative into the socio-economic malaise of post-independence rural India. Mahasweta Devi s corrosive humour and cryptic style are at their best as she takes on issues of agrarian land relations, inter-caste violence, so-called rural development and position of women in rural India. Considered one of Mahasweta Devi s most important works, this novel, written in 1981, appeared shortly after her seminal Chotti Munda and His Arrow. The hope of liberation contained in Chotti Munda continues in this book. As the author says, Chotti Munda talked of the dream of the dispossessed tribals uniting in struggle with the equally marginalized low caste communities; while this novel shows how being landless and being born low caste is almost inevitably linked in India . Mahasweta Devi is one of India s foremost writers. Her powerful fiction has won her recognition in the form of the Sahitya Akademi (1979), Jnanpith (1996) and Ramon Magsaysay (1996) awards, the title of Officier del Ordre Des Arts Et Des Lettres (2003) and the Nonino Prize (2005) amongst several other literary honours. She was also awarded the Padmasree in 1986, for her activist work among dispossessed tribal communities. Ipsita Chanda is a translator who also teaches Comparative Literature in Jadavpur University.
Sets Functions And Logic
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Author : Keith Devlin
language : en
Publisher: CRC Press
Release Date : 2018-10-03
Sets Functions And Logic written by Keith Devlin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-03 with Mathematics categories.
Keith Devlin. You know him. You've read his columns in MAA Online, you've heard him on the radio, and you've seen his popular mathematics books. In between all those activities and his own research, he's been hard at work revising Sets, Functions and Logic, his standard-setting text that has smoothed the road to pure mathematics for legions of undergraduate students. Now in its third edition, Devlin has fully reworked the book to reflect a new generation. The narrative is more lively and less textbook-like. Remarks and asides link the topics presented to the real world of students' experience. The chapter on complex numbers and the discussion of formal symbolic logic are gone in favor of more exercises, and a new introductory chapter on the nature of mathematics--one that motivates readers and sets the stage for the challenges that lie ahead. Students crossing the bridge from calculus to higher mathematics need and deserve all the help they can get. Sets, Functions, and Logic, Third Edition is an affordable little book that all of your transition-course students not only can afford, but will actually read...and enjoy...and learn from. About the Author Dr. Keith Devlin is Executive Director of Stanford University's Center for the Study of Language and Information and a Consulting Professor of Mathematics at Stanford. He has written 23 books, one interactive book on CD-ROM, and over 70 published research articles. He is a Fellow of the American Association for the Advancement of Science, a World Economic Forum Fellow, and a former member of the Mathematical Sciences Education Board of the National Academy of Sciences,. Dr. Devlin is also one of the world's leading popularizers of mathematics. Known as "The Math Guy" on NPR's Weekend Edition, he is a frequent contributor to other local and national radio and TV shows in the US and Britain, writes a monthly column for the Web journal MAA Online, and regularly writes on mathematics and computers for the British newspaper The Guardian.