EnsembleByKey implements EnsembleByKey
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◆ EnsembleByKey() [1/2]
Synapse.ML.Stages.EnsembleByKey.EnsembleByKey |
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◆ EnsembleByKey() [2/2]
Synapse.ML.Stages.EnsembleByKey.EnsembleByKey |
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string |
uid | ) |
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Creates a EnsembleByKey with a UID that is used to give the EnsembleByKey a unique ID.
- Parameters
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uid | An immutable unique ID for the object and its derivatives. |
◆ GetCollapseGroup()
bool Synapse.ML.Stages.EnsembleByKey.GetCollapseGroup |
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Gets collapseGroup value
- Returns
- collapseGroup: Whether to collapse all items in group to one entry
◆ GetColNames()
string [] Synapse.ML.Stages.EnsembleByKey.GetColNames |
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Gets colNames value
- Returns
- colNames: Names of the result of each col
◆ GetCols()
string [] Synapse.ML.Stages.EnsembleByKey.GetCols |
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Gets cols value
- Returns
- cols: Cols to ensemble
◆ GetKeys()
string [] Synapse.ML.Stages.EnsembleByKey.GetKeys |
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Gets keys value
- Returns
- keys: Keys to group by
◆ GetStrategy()
string Synapse.ML.Stages.EnsembleByKey.GetStrategy |
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Gets strategy value
- Returns
- strategy: How to ensemble the scores, ex: mean
◆ GetVectorDims()
Dictionary<string, int> Synapse.ML.Stages.EnsembleByKey.GetVectorDims |
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Gets vectorDims value
- Returns
- vectorDims: the dimensions of any vector columns, used to avoid materialization
◆ Load()
static EnsembleByKey Synapse.ML.Stages.EnsembleByKey.Load |
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string |
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◆ Read()
JavaMLReader<EnsembleByKey> Synapse.ML.Stages.EnsembleByKey.Read |
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Get the corresponding JavaMLReader instance.
- Returns
- an JavaMLReader<EnsembleByKey> instance for this ML instance.
◆ Save()
void Synapse.ML.Stages.EnsembleByKey.Save |
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string |
path | ) |
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Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala.
- Parameters
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path | The path to save the object to |
◆ SetCollapseGroup()
EnsembleByKey Synapse.ML.Stages.EnsembleByKey.SetCollapseGroup |
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bool |
value | ) |
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Sets value for collapseGroup
- Parameters
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value | Whether to collapse all items in group to one entry |
- Returns
- New EnsembleByKey object
◆ SetColNames()
EnsembleByKey Synapse.ML.Stages.EnsembleByKey.SetColNames |
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string[] |
value | ) |
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Sets value for colNames
- Parameters
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value | Names of the result of each col |
- Returns
- New EnsembleByKey object
◆ SetCols()
EnsembleByKey Synapse.ML.Stages.EnsembleByKey.SetCols |
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string[] |
value | ) |
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◆ SetKeys()
EnsembleByKey Synapse.ML.Stages.EnsembleByKey.SetKeys |
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string[] |
value | ) |
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◆ SetStrategy()
EnsembleByKey Synapse.ML.Stages.EnsembleByKey.SetStrategy |
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string |
value | ) |
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Sets value for strategy
- Parameters
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value | How to ensemble the scores, ex: mean |
- Returns
- New EnsembleByKey object
◆ SetVectorDims()
EnsembleByKey Synapse.ML.Stages.EnsembleByKey.SetVectorDims |
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Dictionary< string, int > |
value | ) |
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Sets value for vectorDims
- Parameters
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value | the dimensions of any vector columns, used to avoid materialization |
- Returns
- New EnsembleByKey object
The documentation for this class was generated from the following file:
- synapse/ml/stages/EnsembleByKey.cs