Decision Trees for Cost Sensitive Datasets - CS Forest

A/Prof. Zahid Islam of CSU Australia explains their paper on a Decision Forest building algorithm for Cost Sensitive data sets. A pre-print of the paper is freely available at: www.researchga...
The full reference to the paper is as follows:
Siers, M., and Islam, M. Z. (2015): Software Defect Prediction Using a Cost Sensitive Decision Forest and Voting, and a Potential Solution to the Class Imbalance Problem, Information Systems, Vol. 51, pg. 62-71
Some other papers on cost sensitive classifiers are as follows:
Siers, M. J. and Islam, M. Z.(2018): Novel Algorithms for Cost-Sensitive Classification and Knowledge Discovery in Class Imbalanced Datasets with an Application to NASA Software Defects, Information Sciences, Vol. 459, pg. 53-70, doi.org/10.101...
A preprint of the above paper is freely available at: www.researchga...