Online predictive analytics
JPMML online predictor processor with auditing and changeable in-place model
Overview
Joule provides a PMML online predictor processor to perform streaming predictions and scoring. The implementation leverages the JPMML open source library developed by Villu Ruusmann.
Example
Attributes
Attribute | Description | Data Type | Required |
---|---|---|---|
name | name of the counter. | String | |
model | model filename that specifies path and model filename. | String | |
model store | Reference data logical store name where the model resides. See Reference Data documentation for further information on configuration. | String | |
features field | String | ||
response field | Name of field where the result of the prediction function will be assigned too. | String | |
unpack results | Unpack the algorithm response variables directly into the StreamEvent object. Otherwise the process will add the complete response object in to the response field. | Boolean Default: false | |
audit configuration | Every prediction can be audited along with the features used. |
Support
Contact Fractalworks for details
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