Using Genetic Algorithm in Outlier Detection for Regression Model

• मुख्य लेखकों: Zakariya Y. Algamal (लेखक), Hamsa M.Thabet (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: College of Education for Pure Sciences, 2018-06-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Linear regression model is commonly used to analyze data from many fields. Sometimes the data under research contains outliers, and it is important that these outliers be identified in the course of the correct statistical analysis. In this article we used genetic algorithm (GA) with three type of o...