Model Formats

1. stop using pickle, use JSON/PMML

PMML

- an XML file that describes a ML model that is transferable between applications.

• PMML uses XML to represent mining models.

• The structure of the models is described by an XML Schema.

• One or more mining models can be contained in a PMML document