Abstract
SHS investigation development is considered from the geographical and historical viewpoint. 3 stages are described. Within Stage 1 the work was carried out in the Department of the Institute of Chemical Physics in Chernogolovka where the scientific discovery had been made. At Stage 2 the interest to SHS arose in different cities and towns of the former USSR. Within Stage 3 SHS entered the international scene. Now SHS processes and products are being studied in more than 50 countries.
Abstract
This chapter introduces the readers to the in-depth knowledge of regression analysis. Regression is a concept used both in statistics and computer science, specifically in machine learning. However, the concept remains unaltered, but the applications. This chapter will learn about two primarily used regression analysis algorithms, linear regression and logistic regression. Here, each of the algorithms will be described in detail, with hands-on application. We will also learn linear and logistic regression in a more elaborative way while demonstrating through Python program on a real-world dataset.
Keywords:
Machine learning, Regression, Linear regression, Logistic regression, Regressor, Logit, Prediction, Time-series analysis.
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Authors:Bentham Science Books