ModelReporting

Value Members

1. final def !=(arg0: Any): Boolean

   

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2. final def ##(): Int

   

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3. final def ==(arg0: Any): Boolean

   

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4. final val _runStart: Long

   

5. final def asInstanceOf[T0]: T0

   

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6. def clone(): AnyRef

   

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7. final def eq(arg0: AnyRef): Boolean

   

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8. def equals(arg0: Any): Boolean

   

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9. def finalize(): Unit

   

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10. def generateGenerationStartStatement(generation: Int, runProgressPercentage: Double): String

    

    Public method for reporting on the general completion status of the run.

    Public method for reporting on the general completion status of the run.

    generation

    The current generation that the algorithm is on

    runProgressPercentage

    The percentage from Evolution() trait for calculating the current completion percentage.

    returns

    Human readable string for the generation start message.

    Since

    0.5.1

11. def generateModelTime(modelStart: Long): String

    

    Public method for getting the number of seconds since the modeling family job has started and the current process deltas for generation epoch training

    Public method for getting the number of seconds since the modeling family job has started and the current process deltas for generation epoch training

    modelStart

    The kFold start time of the model generation's individual training session

    returns

    String formatted time deltas.

    Since

    0.5.1

12. def generateRunScoreStatement(runId: UUID, scoreBattery: Map[String, Double], targetMetric: String, config: Any, progress: Double, modelStartTime: Long): String

    

    Public accessor method for generating the print and logging string payload for modeling results and progress

    Public accessor method for generating the print and logging string payload for modeling results and progress

    runId

    The uuid for the individual model training run

    scoreBattery

    The resulting score payload for the model (all of the scoring metrics)

    targetMetric

    The metric that is being used to adjust model tuning selection

    config

    The hyper parameter configuration for the individual model run

    progress

    The calculated progress of the model as a Double.

    returns

    String block of text that reports out the run results.

    Since

    0.5.1

13. def generateRunStartStatement(runId: UUID, config: Any): String

    

    Public method for creating the run start statement as a string based on the uuid of the model run and the hyper parameter settings that are being used.

    Public method for creating the run start statement as a string based on the uuid of the model run and the hyper parameter settings that are being used.

    runId

    UUID representing the unique identifier for the generated model

    config

    The hyper parameter configuration for the run

    returns

    String a Human readable string for stdout and logging in log4j

    Since

    0.5.1

14. final def getClass(): Class[_]

    

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15. def hashCode(): Int

    

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16. final def isInstanceOf[T0]: Boolean

    

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17. final def ne(arg0: AnyRef): Boolean

    

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18. final def notify(): Unit

    

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19. final def notifyAll(): Unit

    

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20. final def synchronized[T0](arg0: ⇒ T0): T0

    

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21. def toString(): String

    

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22. final def wait(): Unit

    

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23. final def wait(arg0: Long, arg1: Int): Unit

    

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24. final def wait(arg0: Long): Unit

    

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