HYBRID APPROACH OF BOOSTED TREE FOR CHURN PREDICTION IN MATLAB
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 3
Abstract
Organization puts much attempt to hold the churn clients in the company by identifying them as clients are beneficial persons to the growth of a company. Hybrid approach of Boosted tree is one of advance algorithm in data mining for the prediction of churn clients. The Hybrid approach of Boosted tree involved J48 and LogitBoost with some parameters. This Hybrid approach uses the feature of PSO that helps to predict the churn clients with more accuracy. This paper enhances the boosted tree with hybrid approach and produces more accurate results in the prediction of churn clients. The results obtained with Hybrid approach shows that the new approach is better in predicting the churn clients from existing boosted tree technique.
Authors and Affiliations
Navneet Kaur
Keywords
Related Articles
- EP ID EP128152
- DOI 10.5281/zenodo.46979
- Views 56
- Downloads 0
ALKALI SILICA REACTIONS IN CONCRETE STRUCTURES OF WATER RESOURCES SECTOR
It is a well known fact that alkali aggregate reactions are one of the predominant causes of concrete deterioration. Swelling phenomenon in the form of expansion of the cement matrix by formation of ettringite due...
BRAIN MACHINE INTERFACING WITH IoT FUNTIONALITY
Brain dead people and people having any disability related to brain cannot normally communicate with others and for their betterment some electronic need to be developed and Brain Machine Interfacing (BMI) is...
FREE CONVECTIVE HEAT TRANSFER FLOW OF A CASSON FLUID WITH RADIATIVE AND DISSIPATIVE EFFECT DUE TO VARIABLE THERMAL CONDUCTIVITY AND INTERNAL HEAT GENERATION PAST A STRETCHING SHEET
The main objective of the present paper is to study the unsteady free convection two-dimensional flow of a nonNewtonian Casson fluid with heat transfer analysis. In momentum transfer flow study is considered with s...
FPGA Implementation of NOR Flash Storage Controller
Flash storage memory devices are Nand and NOR types which are widely used in data storage application in computers and solid states drives. Flash are nonvolatile and electrically erased and reprogrammed. A flash m...
AIR CONDITIONING SYSTEM FOR MULTISTORIED RESIDENTIAL APARTMENT CONSISTING OF G+5 FLOORS
This Project is about Air conditioning for 6 levels with 24 Flats. Each flat consist of different numbers of room i.e. Master Bedroom, Bedroom, and Living / Dining room. Each floor is supplied with Air Conditionin...