executor

Type Members

1. trait AutomationConfig extends Defaults with SanitizerDefaults

   

2. class DataPrep extends AutomationConfig with AutomationTools

   

3. class FamilyRunner extends SparkSessionWrapper

   
   Example:

   1. val data: DataFrame = spark.table("db.test") val mapOverrides: Map[String, Any] = Map("labelCol" -> "finalLabelCol", "tunerNumberOfMutationsPerGeneration" -> 5) val randomForestConfig = ConfigurationGenerator.generateConfigFromMap("RandomForest", "classifier", mapOverrides) val logRegConfig = ConfigurationGenerator.generateConfigFromMap("LogisticRegression", "classifier", mapOverrides) val treeConfig = ConfigurationGenerator.generateConfigFromMap("Trees", "classifier", mapOverrides) val runner = new FamilyRunner(data, Array(randomForestConfig, logRegConfig, treeConfig)).execute

   Since

   0.5.0.3

4. case class GenerationReportSchema(model_family: String, model_type: String, generation: Int, generation_mean_score: Double, generation_std_dev_score: Double, model: String) extends Product with Serializable

   

5. case class ModelReportSchema(generation: Int, score: Double, model: String) extends Product with Serializable