In this recipe, we'll see how to run SVM to predict or classify a cancer.
To step through this recipe, you will need a running Spark Cluster in any one of the following modes: Local, standalone, YARN, Mesos. Include the Spark MLlib package in the
build.sbt file so that it downloads the related libraries and the API can be used. Install Hadoop (optionally), Scala, and Java. Also, install Sparkling Water as discussed in the preceding recipe.
Please download the dataset from https://github.com/ChitturiPadma/datasets/blob/master/Breast_CancerData.csv. While including the dependencies
sparkling-water-ml, please change the version to 1.6.8.
The sample records in the data ...