Solving Null Values Problem using Modified Random Forest Algorithm via Meerkat Clan Algorithm

Authors

  • Ziadoon W. Salman, Assist. Prof. Dr. Khalid A. Hussein, Prof. Dr. Ahmed T. Sadiq

Abstract

A modified random forest algorithm has been presented in this paper, the modified ramfom forest
algorithm based on meerkat clan algorithm. The role of meerkat clan algorithm is as features selection for random
forest algorithm. The modified algorithm has been used in null values imputation. The null values imputation is
very important in databases, information systems and other applications. The experimental results show that the
modified random is better than the original one.

Published

2020-02-28

Issue

Section

Articles