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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

EvoSuite is a free, open-source tool designed to automatically create JUnit test suites for Java classes by leveraging search-based software testing (SBST) methods to improve code coverage and uncover possible defects. It analyzes Java bytecode to generate executable unit tests that include assertions, with the goal of achieving significant structural coverage, which encompasses branch, line, and mutation coverage. The tool employs a hybrid strategy that merges evolutionary algorithms with mutation testing to yield efficient and concise test suites. Supporting multiple Java versions, EvoSuite seamlessly integrates with various build systems and integrated development environments (IDEs) such as Maven, Eclipse, IntelliJ IDEA, and can also be used via command-line interfaces. Additionally, it provides capabilities for regression testing through its EvoSuiteR component, generating test suites that help identify discrepancies between two versions of a Java class. Benchmarking on a wide array of open-source projects has demonstrated EvoSuite's effectiveness, and it has been widely adopted in both academic research and practical industry applications to improve the software testing process. This versatility ensures that developers can rely on EvoSuite to enhance the reliability and quality of their Java applications.

Description

KEEL (Knowledge Extraction based on Evolutionary Learning) is a Java-based open-source software tool licensed under GPLv3 that facilitates a diverse array of knowledge data discovery tasks. Featuring an intuitive graphical user interface that emphasizes data flow, KEEL enables users to design experiments incorporating various datasets and computational intelligence algorithms, with a particular focus on evolutionary algorithms, to evaluate their effectiveness. The software encompasses an extensive range of traditional knowledge extraction techniques, data preprocessing methods—including training set selection, feature selection, discretization, and imputation for missing values—as well as computational intelligence learning algorithms, hybrid models, and statistical methods for experiment comparison. This comprehensive suite allows researchers to conduct thorough analyses of innovative computational intelligence approaches in relation to established methods. Furthermore, KEEL has been specifically crafted to serve dual purposes: advancing research and enhancing educational outcomes in the field. Its versatility makes it an invaluable resource for both academic and practical applications in knowledge discovery.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Eclipse IDE
IntelliJ IDEA
Java
Maven

Integrations

Eclipse IDE
IntelliJ IDEA
Java
Maven

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

EvoSuite

Country

United States

Website

www.evosuite.org

Vendor Details

Company Name

Keel

Website

www.keel.es/

Product Features

Automated Testing

Hierarchical View
Move & Copy
Parameterized Testing
Requirements-Based Testing
Security Testing
Supports Parallel Execution
Test Script Reviews
Unicode Compliance

Product Features

Data Mining

Data Extraction
Data Visualization
Fraud Detection
Linked Data Management
Machine Learning
Predictive Modeling
Semantic Search
Statistical Analysis
Text Mining

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