An Empirical Study of the Relationships between Code Readability and Software Complexity

no code implementations • 30 Aug 2019 • Duaa Alawad, Manisha Panta, Minhaz Zibran, Md. Rakibul Islam

Code readability and software complexity are important software quality metrics that impact other software metrics such as maintainability, reusability, portability and reliability.

BIG-bench Machine Learning

Machine Learning based Prediction of Hierarchical Classification of Transposable Elements

no code implementations • 2 Jul 2019 • Manisha Panta, Avdesh Mishra, Md. Tamjidul Hoque, Joel Atallah

The state-of-the-art machine learning classification method utilizes a Multi-Layer Perceptron (MLP), a class of neural network, for hierarchical classification of TEs.

BIG-bench Machine Learning Binary Classification +3