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com.microsoft.azure.synapse.ml.lightgbm

LightGBMConstants

object LightGBMConstants

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  4. val BinaryObjective: String

    Binary classification objective

  5. val BulkDataTransferMode: String

    Bulk data transfer mode.

  6. val DefaultBufferLength: Int

    Default buffer length for model

  7. val DefaultDriverListenPort: Int

    The port for LightGBM Driver server, 0 (random)

  8. val DefaultListenTimeout: Int

    The default timeout for LightGBM network initialization

  9. val DefaultLocalListenPort: Int

    The default port for LightGBM network initialization

  10. val DefaultNumIterations: Int

    The default num iterations for prediction

  11. val DefaultStartIteration: Int

    The default start iteration

  12. val DefaultTopK: Int

    Default top_k value for LightGBM voting parallel

  13. val EnabledTask: String

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

  14. val FinishedStatus: String

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

  15. val IgnoreStatus: String

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

  16. val InitialDelay: Long

    Delay prior to exponential backoff for network initialization

  17. val MaxPort: Int

    Max port range available on machine, 65535

  18. val MulticlassObjective: String

    Multiclass classification objective

  19. val NetworkRetries: Int

    The number of retries for network initialization of native lightgbm

  20. val RankObjective: String

    Lambdarank ranking objective

  21. val StreamingDataTransferMode: String

    Streaming data transfer mode.

  22. val SubsetSamplingModeFixed: String

    Sampling mode take first n rows.

  23. val SubsetSamplingModeGlobal: String

    Sampling mode - random n within all global data.

  24. val SubsetSamplingModeSubset: String

    Sampling mode - random n within subset N.

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