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Lead Scoring Engine Template

Documentation

Please refer to http://docs.prediction.io/templates/leadscoring/quickstart/

Versions

v0.3.0

  • update for PredictionIO 0.9.2, including:

    • use new PEventStore API
    • use appName in DataSource parameter

v0.2.0

  • update build.sbt and template.json for PredictionIO 0.9.2

v0.1.0

  • initial release (require PredictionIO 0.9.0)

Development Notes

Sample Query

$ curl -H "Content-Type: application/json" \
-d '{
  "landingPageId" : "example.com/page9",
  "referrerId" : "referrer10.com",
  "browser": "Firefox" }' \
http://localhost:8000/queries.json \
-w %{time_total}
$ curl -H "Content-Type: application/json" \
-d '{
  "landingPageId" : "example.com/page9",
  "referrerId" : "referrer10.com",
  "browser": "Chrome" }' \
http://localhost:8000/queries.json \
-w %{time_total}
$ curl -H "Content-Type: application/json" \
-d '{
  "landingPageId" : "x",
  "referrerId" : "y",
  "browser": "z" }' \
http://localhost:8000/queries.json \
-w %{time_total}

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PredictionIO Lead Scoring Engine Template (Scala-based parallelized engine)

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  • Scala 79.5%
  • Python 20.5%