Scientific Programming / 2019 / Article / Tab 6

Research Article

Software Defect Prediction via Attention-Based Recurrent Neural Network

Table 6

AUC comparison of different models.

ProjectDP-ARNNRFRBM + RFDBM + RFCNNRNN

Camel0.7900.6770.6740.6540.7320.766
Lucene0.6800.6410.6790.6820.6880.693
Poi0.7960.6360.6570.6680.7450.764
Xerces0.7610.5760.5790.5600.6710.730
Jedit0.8200.7970.7970.7940.8410.842
Xalan0.6740.6740.6760.6760.6740.654
Synapse0.6450.6820.6460.6570.6320.648
W/T/L5/1/15/0/24/0/34/1/24/0/3
Average0.7380.6690.6730.6700.7120.728

We are committed to sharing findings related to COVID-19 as quickly and safely as possible. Any author submitting a COVID-19 paper should notify us at help@hindawi.com to ensure their research is fast-tracked and made available on a preprint server as soon as possible. We will be providing unlimited waivers of publication charges for accepted articles related to COVID-19. Sign up here as a reviewer to help fast-track new submissions.