Seldon REST API for Prediction
The Seldon prediction REST API has a single endpoint which injest arbitrary JSON objects representing feature data to be used to train a model
- Events : Arbitrary JSON representing some event from which we want to create a prediction model
Use the relevant API endpoint to provide predictions
An API method can be called with the following template
For security reasons using the HTTPS protocol is recommended.
Events allow input into Seldon of arbitrary events from which we wish to create a predictive model.
The service injects house price data
The endpoint should be passed JSON containing features from which a prediction is to be made.
A request can have two parts
- meta : optional meta data associated with the prediction request
- data : features for the prediction request
The meta data can at present just contain a provided optional prediction id “puid”.
A housing price predictor based on features: