PredictionIO Classification Engine Template (Scala-based parallelized engine)

Clone this repo:
  1. edc6eca Merge branch 'develop' by Naoki Takezoe · 9 months ago master v0.14.0
  2. 0842468 Bump PredictionIO to 0.14.0 (#15) by takako shimamoto · 9 months ago
  3. 431be6d Merge branch 'develop' by shimamoto · 1 year, 3 months ago
  4. 10f4e32 Bump PredictionIO to 0.13.0 by Naoki Takezoe · 1 year, 3 months ago v0.13.0
  5. 569deb0 Merge branch 'develop' by Naoki Takezoe · 2 years, 2 months ago v0.12.0-incubating

Classification Engine Template

Documentation

Please refer to https://predictionio.apache.org/templates/classification/quickstart/

Versions

v0.14.0

Update for Apache PredictionIO 0.14.0

v0.13.0

Update for Apache PredictionIO 0.13.0

v0.12.0-incubating

  • Bump version number to track PredictionIO version
  • Sets default build targets according to PredictionIO
  • Fix use of case class

v0.11.0-incubating

  • Bump version number to track PredictionIO version
  • Rename Scala package name
  • Update SBT version
  • Add Python 3 support to scripts

v0.4.0

Update for Apache PredictionIO 0.10.0-incubating

v0.3.1

  • Change query format from { features: [2, 0, 0] } to { "attr0":2, "attr1":0, "attr2":0 }

    Query class, DataSource readEval(), and algorithm's predict() is updated accordingly.

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

v0.1.4

  • Update Evaluation for PredictionIO 0.9.1

NOTE: Require PredictionIO >= 0.9.1

v0.1.3

  • Add missing sample data set (data/data.txt)

v0.1.2

  • update for PredictionIO 0.9.0
  • add sample evaluation

v0.1.1

  • Persist RDD to memory (.cache()) in DataSource for better performance

v0.1.0

  • initial version