An effort to optimize the error using statistical and soft computing methodologies
Abstract: In today’s era, decision making problems are getting more importance than other’s problem. In this paper, an effort has been made to make a comparison on the performance of different statistical methods like least square techniques based on linear equation, exponential equation and logarithmic equation on iris data set. Initially, data preprocessing techniques applied on the data set to clean it in proper format and later on concept of factor analysis on preprocessed data set to finds total effect value. The methods least square techniques based on linear equation, exponential equation and logarithmic equation have been used on total effect value and logarithmic equation outperformed the other used techniques with average error of 6.32 %.
Paper: An effort to optimize the error using statistical and soft computing methodologies.pdf
Author: Gopal Purkait
Approved on: 30 Sep 2020