Essays about: "hyper-parameter optimization"

Showing result 11 - 12 of 12 essays containing the words hyper-parameter optimization.

1. 11. Tuning of machine learning algorithms for automatic bug assignment

   University essay from Linköpings universitet/Programvara och system

   Author : Daniel Artchounin; [2017]
   Keywords : bug triage; bug assignment; bug mining; bug report; activity-based approach; issue tracking; bug repository; bug tracker; pre-processing; feature extraction; feature selection; tuning; model selection; hyper-parameter optimization; text mining; text classification; classifier; supervised learning; machine learning; information retrieval; bugzilla; eclipse jdt; mozilla firefox; open source software; proprietary project; accuracy; mean reciprocal rank; software development; software maintenance; software engineering;

   Abstract : In software development projects, bug triage consists mainly of assigning bug reports to software developers or teams (depending on the project). The partial or total automation of this task would have a positive economic impact on many software projects. READ MORE

3. 12. Near Real-time Detection of Masquerade attacks in Web applications : catching imposters using their browsing behavor

   University essay from KTH/Kommunikationsnät

   Author : Vasileios Panopoulos; [2016]
   Keywords : Naive Bayes; SVM; Support Vector Machines; Machine Learning; IDS; Intrusion Detection System; Web Application; scikit-learn;

   Abstract : This Thesis details the research on Machine Learning techniques that are central in performing Anomaly and Masquerade attack detection. The main focus is put on Web Applications because of their immense popularity and ubiquity. This popularity has led to an increase in attacks, making them the most targeted entry point to violate a system. READ MORE