How to handle Imbalanced Classification Problems in machine learning? from:https://www.analyticsvidhya.com/blog/2017/03/imbalanced-classification-problem/ Introduction If you have spent some time in machine learning and data science, you would have d…

BACKGROUND The evolution of graphics rendering technology has led to the development of procedural techniques for describing various steps in the rendering process. Procedural geometry is useful as a mechanism for producing arbitrarily complex geomet…

Web Application Penetration Testing Local File Inclusion (LFI) Testing Techniques Jan 04, 2017, Version 1.0 Contents What is a Local File Inclusion (LFI) vulnerability? Example of Vulnerable Code Identifying LFI Vulnerabilities within Web Application…

新书到手 TRANSACTION PROCESSING:CONCEPTS AND TECHNIQUES Jim Gray大神的著作 本文版权归作者所有,未经作者同意不得转载.…

Contrast Enhancement Techniques %调整图片尺寸imresizeimages{k} = imresize(images{k},[width*dim(1)/dim(2) width],'bicubic'); %调整图片对比度 tire_imadjust = imadjust(tire);tire_histeq = histeq(tire);tire_adapthisteq = adapthisteq(tire); %彩色图片在读取时候也要注意[X, map] = im…

[Looping Techniques] 1.When looping through dictionaries, the key and corresponding value can be retrieved at the same time using the items() method. 2.enumerate(iterable, start=0) Return an enumerate object. iterable must be a sequence, an iterator,…

Milan Ikits University of Utah Joe Kniss University of Utah Aaron Lefohn University of California, Davis Charles Hansen University of Utah This chapter presents texture-based volume rendering techniques that are used for visualizing three-dimensional…

翻译来自:http://news.csdn.net/article_preview.html?preview=1&reload=1&arcid=2825492 摘要:本文解释了回归分析及其优势,重点总结了应该掌握的线性回归.逻辑回归.多项式回归.逐步回归.岭回归.套索回归.ElasticNet回归等七种最常用的回归技术及其关键要素,最后介绍了选择正确的回归模型的关键因素. [编者按]回归分析是建模和分析数据的重要工具.本文解释了回归分析的内涵及其优势,重点总结了应该掌握的线性回归.逻辑回归…

Beginners Guide To Learn Dimension Reduction Techniques Introduction Brevity is the soul of wit This powerful quote by William Shakespeare applies well to techniques used in data science & analytics as well. Intrigued ? Allow me to prove it using a s…

Performance Comparison: Data Access Techniques Priya DhawanMicrosoft Developer Network January 2002 原文链接:https://msdn.microsoft.com/en-us/library/ms978388.aspx 概要:在典型的应用环境中,比较不同数据访问技术的表现性能.适用于Microsoft .NET Framework Beta2 和 Microsoft SQL Server 2000…