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Breeze demo app

demo app - machine learning in Scala with Spark MLlib and the ScalaNLP Breeze library.

the Spambase data was made available for public use through the UCI Machine Learning Repository.

Dependencies

  • JVM
  • SBT
  • Spark 2.1.0

Running the app

Compile the project with sbt assembly and run the jar with the following parameters:

spark-submit \
    --class BreezeDemoApp \
    --master local[2] \
    breeze-demo-assembly-0.1.jar \
    --dataset <name_of_the_dataset>.csv \
    --algorithm <name_of_the_algorithm> \
    --evaluation_file <name_of_the_evaluation_file>.txt

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demo of data science in scala

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