Comments - Automated Linear Regression for Really, Really Big Data - Data Science Central2021-04-20T17:31:24Zhttps://www.datasciencecentral.com/profiles/comment/feed?attachedTo=6448529%3ABlogPost%3A383120&xn_auth=noInora is not claiming that thâ€¦tag:www.datasciencecentral.com,2016-02-17:6448529:Comment:3887282016-02-17T13:51:33.866ZJared Armatishttps://www.datasciencecentral.com/profile/JaredArmatis
<p>Inora is not claiming that the free version of the RAE Linear Regression software can solve complex data challenges.<br></br> <br></br> The linear regression is just an application of the generalized core Math Engine to that specific task (y=mx+b). Of course, the free version is limited to a 2-class task (finding what is line and what is not line).</p>
<p>The Inora Math Engine is also capable of detecting and analyzing multiple patterns in any size data set. So, even though the free linearâ€¦</p>
<p>Inora is not claiming that the free version of the RAE Linear Regression software can solve complex data challenges.<br/> <br/> The linear regression is just an application of the generalized core Math Engine to that specific task (y=mx+b). Of course, the free version is limited to a 2-class task (finding what is line and what is not line).</p>
<p>The Inora Math Engine is also capable of detecting and analyzing multiple patterns in any size data set. So, even though the free linear regression software is limited, it will demonstrate how the Math Engine core is different from traditional statistics, random sample and Least Squares approaches. It is the first tool of its kind to provide a purely numerical combinatory procedure which determines the mechanical components in data autonomously; hence it is the first Hyper-Mechanics data analysis tool available. <br/> <br/> The Math Engine at the core provides the all decisive mechanical components for the automatic decision making process to reveal hidden or latent constraints, noise, outliers - simply all Unexpected Deviations (CD) in general! Based on those result parameters any functional model analysis becomes truly deterministic and true knowledge finding. Especially when it comes to Big Complex Data!</p>
<p>Linear Regression is by no means the solution to complex data, but the core Math Engine is the ultimate solution to big, complex data.</p>