Hyperparameter Search: performs hyperparameter optimization using various SearchCVs

Metadata

Links

• bio.tools: scikit-learn

EDAM Operations

• Dimensionality reduction
• Regression analysis
• Clustering
• Classification

EDAM Topics

• Data visualisation
• Machine learning

Observed Tool Versions

Within GTN tutorials

1.0.11.0

• UseGalaxy.eu ⭐️
• UseGalaxy.fr ⭐️
• UseGalaxy.org (Main) ⭐️
• UseGalaxy.org.au ⭐️

1.0.8.1

• UseGalaxy.eu ⭐️
• UseGalaxy.org (Main) ⭐️
• UseGalaxy.org.au ⭐️
• UseGalaxy.be
• UseGalaxy.cz
• UseGalaxy.no

Relevant Tutorials

• Statistics and machine learning / Age prediction using machine learning
• Statistics and machine learning / Classification in Machine Learning
• Statistics and machine learning / Regression in Machine Learning