Features

The key high level features of WSO2 Machine Learner are as follows.

Data exploration

• Ability to convert datasets into a format, which is suitable for machine learning algorithms (data preprocessing)
• Ability to do explorative data analyses

Model generation

• Support various machine learning algorithms in classification, numerical prediction and clustering spaces.
• Generate models and persist them or download them via WSO2 ML REST API
• Ability to examine the characteristics of a model (RoC curves, confusion matrices, Predicted vs Actual graphs)

Model comparison

• Figures that help you to compare models across a machine learning project. 

Prediction

• Generated models can be used to perform predictions using a REST API client, WSO2 CEP extension or WSO2 ESB mediator.