Application of Mutual Information-based Sequential Feature Selection to ISBSG Mixed Data

by Marta Fernández-Diego & Fernando González-Ladrón-de-Guevara

There is still little research work focused on feature selection (FS) techniques. This includes both categorical and continuous features in Software Development Effort Estimation (SDEE) literature. This paper addresses the problem of selecting the most relevant features, from ISBSG (International Software Benchmarking Standards Group) dataset, to be used in SDEE.

View presentation

Explore ISBSG Resources

Estimation

Accurate estimations are essential for the success of your project.

Explore >

Productivity

Determine the factors that impact your project’s productivity.

Explore >

Agile

Learn about productivity, estimation and team size in Agile.

Explore >

Benchmarking

Compare your project’s estimates to the best in the software industry.

Explore >

Maintenance & Support

A significant proportion of your IT systems’ budget may be spent on maintenance and support.

Explore >

Sizing

Learn about the importance of software size, as an important factor in estimating cost.

Explore >

Outsourcing

Discover how customer satisfaction, cost-effectiveness and quality can be maintained with outsourcing.

Explore >

Project Control

Learn about the factors that affect the schedule and budget of your project.

Explore >

ISBSG Partners

 
isbsg
ifpug
unison

ISBSG Limited

isbsg

(ABN 16 081 497 636)

ADDRESS

Ground Floor
470 St Kilda Road
Melbourne
Victoria 3004
Australia

Email: staff@isbsg.org

Subscribe to the ISBSG Newsletter

Find out about the latest news and events in the world of software metrics.

© Copyright – ISBSG 2024

Privacy Policy                       Disclaimer                    Terms and Conditions