Jappy0 / NBCLDA

A Novel Probability Model for LncRNA–Disease Association Prediction Based on the Naïve Bayesian Classifier

NBCLDA

A Novel approach was propsed based on the Naïve Bayesian Classifier to predict potential LncRNA–Disease Associations.

Requirement

MATLAB R2016a or later

Run NBCLDA

1. "NBCLDA_GN2_SD" is the main function to infer potential associations between LncRNAs and Diseases. If you would like to perform this method with your own dataset, you need to process the data first.
2. The processed data in this paper is provided in the file "data", please run the script "NBCLDA_INIT" directly to evaludate the performance of NBCLDA by using the framework of LOOCV.

Status

Published in Genes DOI: https://dx.doi.org/10.3390/genes9070345

Citation

Jingwen Yu, Pengyao Ping, Lei Wang, Linai Kuang, Xueyong Li, and Zhelun Wu, 2018. ‘A Novel Probability Model for LncRNA-Disease Association Prediction Based on the Naïve Bayesian Classifier’. Genes, 9(7), p.345. https://doi.org/10.3390/genes9070345

Contacts

If there are any bugs during you run our code, please email to [e-mail]