object LightGBMConstants
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Value Members
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val
BinaryObjective: String
Binary classification objective
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val
BulkDataTransferMode: String
Bulk data transfer mode.
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val
DefaultBufferLength: Int
Default buffer length for model
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val
DefaultDriverListenPort: Int
The port for LightGBM Driver server, 0 (random)
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val
DefaultListenTimeout: Int
The default timeout for LightGBM network initialization
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val
DefaultLocalListenPort: Int
The default port for LightGBM network initialization
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val
DefaultNumIterations: Int
The default num iterations for prediction
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val
DefaultStartIteration: Int
The default start iteration
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val
DefaultTopK: Int
Default top_k value for LightGBM voting parallel
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val
EnabledTask: String
Enabled task, used to indicate task that creates lightgbm dataset and runs training.
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val
FinishedStatus: String
Barrier execution flag telling driver that all tasks have completed sending port and host information
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val
IgnoreStatus: String
Ignore task status, used to ignore tasks that get empty partitions
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val
InitialDelay: Long
Delay prior to exponential backoff for network initialization
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val
MaxPort: Int
Max port range available on machine, 65535
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val
MulticlassObjective: String
Multiclass classification objective
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val
NetworkRetries: Int
The number of retries for network initialization of native lightgbm
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val
RankObjective: String
Lambdarank ranking objective
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val
StreamingDataTransferMode: String
Streaming data transfer mode.
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val
SubsetSamplingModeFixed: String
Sampling mode take first n rows.
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val
SubsetSamplingModeGlobal: String
Sampling mode - random n within all global data.
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val
SubsetSamplingModeSubset: String
Sampling mode - random n within subset N.