A study on error correction of multiple criteria and multiple constraint levels linear programming based classification

@inproceedings{Wang2017ASO,
  title={A study on error correction of multiple criteria and multiple constraint levels linear programming based classification},
  author={Bo Wang and Yong Shi},
  booktitle={WI},
  year={2017}
}
In credit card client classification problem, reducing misclassified rate is regarded as a key issue. Unfortunately, existing machine learning methods cannot be successfully applied to this problem. This paper introduces a classification model based on multiple criteria and multiple constraint levels linear programming (MC2LP), which equips two intervals of cutoff in the model. Two parallel hyperplanes are employed to indicate the relative positions between the points and hyperplanes. Then, we… CONTINUE READING