Weka, a popular suite of machine learning software written in Java, typically exports its generated models in a serialized Java object format. This allows the models to be easily loaded back into a Java environment for further use.
The models can also be exported in PMML (Predictive Model Markup Language) format, which is an XML-based standard for representing predictive models. PMML allows for models to be shared between different statistical and data mining applications.
If you're working with Weka models in a ReactJS environment, you might need to utilize a server-side component that can interpret or convert these models into a format that can be used in the browser, as the native Weka formats are not directly compatible with JavaScript.
Yes, Weka models can be converted to a format that's compatible with JavaScript, but it's not a straightforward process and may require some manual effort. Here's a general approach you can take:
- Export the Model to PMML: If possible, export the Weka model to PM