PBC
WHAT IS PBC?
It is a set of three Patterns Based Classifiers: PBC4cip [1], mvPBC4cip [2], and PBC4occ (Under Review).
REFERENCES
[1] O. Loyola-González, M. A. Medina-Pérez, J. F. Martínez-Trinidad, J. A. Carrasco-Ochoa, R. Monroy, M. García-Borroto, "PBC4cip: A new contrast pattern-based classifier for class imbalance problems," Knowledge-Based Systems, vol. 115, pp. 100-109, 2017. (Q1, IF: 4.396)
[2] L. Cañete-Sifuentes, R. Monroy, M. A. Medina-Pérez, O. Loyola-González, F. Vera Voronisky, "Classification based on multivariate contrast patterns," IEEE Access, vol. 7, pp. 55744-55762, 2019. (Q1, IF: 4.098)
IMPLEMENTATIONS
JAVA
https://sites.google.com/view/leocanetesifuentes/software/multivariate-pbc4cip
PBC4cip in Python
https://github.com/octavioloyola/PBC4cip
PBC4cip example in Google Colaboratory
https://colab.research.google.com/drive/1Pc6Iq-rJs9ZWmpn2OW8IwMQlTf2Tgwk8?usp=sharing
PBC4occ/PBC4cip in Java
https://octavioloyola.info/papers/PBC4occ/files/PBC4occ-1.0-weka.zip