o

com.microsoft.azure.synapse.ml.lightgbm

LightGBMConstants

object LightGBMConstants

Linear Supertypes
AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LightGBMConstants
  2. AnyRef
  3. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Value Members

  1. val BinaryObjective: String

    Binary classification objective

  2. val BulkDataTransferMode: String

    Bulk data transfer mode.

  3. val DefaultBufferLength: Int

    Default buffer length for model

  4. val DefaultDriverListenPort: Int

    The port for LightGBM Driver server, 0 (random)

  5. val DefaultListenTimeout: Int

    The default timeout for LightGBM network initialization

  6. val DefaultLocalListenPort: Int

    The default port for LightGBM network initialization

  7. val DefaultNumIterations: Int

    The default num iterations for prediction

  8. val DefaultStartIteration: Int

    The default start iteration

  9. val DefaultTopK: Int

    Default top_k value for LightGBM voting parallel

  10. val EnabledTask: String

    Enabled task, used to indicate task that creates lightgbm dataset and runs training.

  11. val FinishedStatus: String

    Barrier execution flag telling driver that all tasks have completed sending port and host information

  12. val IgnoreStatus: String

    Ignore task status, used to ignore tasks that get empty partitions

  13. val InitialDelay: Long

    Delay prior to exponential backoff for network initialization

  14. val MaxPort: Int

    Max port range available on machine, 65535

  15. val MulticlassObjective: String

    Multiclass classification objective

  16. val NetworkRetries: Int

    The number of retries for network initialization of native lightgbm

  17. val RankObjective: String

    Lambdarank ranking objective

  18. val StreamingDataTransferMode: String

    Streaming data transfer mode.

  19. val SubsetSamplingModeFixed: String

    Sampling mode take first n rows.

  20. val SubsetSamplingModeGlobal: String

    Sampling mode - random n within all global data.

  21. val SubsetSamplingModeSubset: String

    Sampling mode - random n within subset N.