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Fokko committed Oct 20, 2015
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3 changes: 2 additions & 1 deletion README.md
Expand Up @@ -4,6 +4,7 @@ Stochastic Outlier Selection on Apache Spark
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[![Maven Central](https://maven-badges.herokuapp.com/maven-central/frl.driesprong/spark-stochastic-outlier-selection_2.11/badge.svg)](https://maven-badges.herokuapp.com/maven-central/frl.driesprong/spark-stochastic-outlier-selection_2.11)

Stochastic Outlier Selection (SOS) is an unsupervised outlier selection algorithm. It uses the concept of affinity to compute an outlier probability for each data point.

Expand All @@ -14,4 +15,4 @@ Selecting outliers from data

The current implementation accepts RDD's of the type `Array[Double]` and returns the indexes of the vector with it's degree of outlierness.

Current implementation only works with Euclidean distance, but this will be extended in the foreseeable future.
Current implementation only works with Euclidean distance, but this will be extended in the foreseeable future.
6 changes: 5 additions & 1 deletion build.sbt
Expand Up @@ -3,7 +3,6 @@ name := "Spark Stochastic Outlier Selection"

version := "0.1.0"


publishTo := {
val nexus = "https://oss.sonatype.org/"
if (isSnapshot.value)
Expand All @@ -12,6 +11,11 @@ publishTo := {
Some("releases" at nexus + "service/local/staging/deploy/maven2")
}

lazy val core = (project in file(".")).settings(
organization := "frl.driesprong"
//other properties here
)

publishMavenStyle := true

publishArtifact in Test := false
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