Web User Interface that loads Random Forest PMML file.
Provides a web UI to send features and receive scores.
The technology stack for this project is built entirely on Ruby with Rails and Scoruby.
Fork this repo, add your model's PMML file, and direct ScoresController to it.
The scoring form will be rendered with your model's input fields.
This blog post demonstrates how to -
Download a data set
Train a Random Forest model in R
Export the model to a PMML file
Load the PMML file in Ruby with Scoruby
Send features to the loaded model and score
Web User Interface design
Load PMML files
Support more models
User Interface for exploring Trees and Ensembles