TorchSharpCatalog.NameEntityRecognition 方法
定义
重要
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重载
NameEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, NerTrainer+NerOptions)
注意
Please use NamedEntityRecognition method instead
[System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)]
[System.Obsolete("Please use NamedEntityRecognition method instead", false)]
public static Microsoft.ML.TorchSharp.NasBert.NerTrainer NameEntityRecognition (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, Microsoft.ML.TorchSharp.NasBert.NerTrainer.NerOptions options);[<System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)>]
[<System.Obsolete("Please use NamedEntityRecognition method instead", false)>]
static member NameEntityRecognition : Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers * Microsoft.ML.TorchSharp.NasBert.NerTrainer.NerOptions -> Microsoft.ML.TorchSharp.NasBert.NerTrainer<Extension()>
Public Function NameEntityRecognition (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, options As NerTrainer.NerOptions) As NerTrainer参数
- options
- NerTrainer.NerOptions
完整的高级选项集。
返回
- 属性
适用于
NameEntityRecognition(MulticlassClassificationCatalog+MulticlassClassificationTrainers, String, String, String, Int32, Int32, BertArchitecture, IDataView)
注意
Please use NamedEntityRecognition method instead
[System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)]
[System.Obsolete("Please use NamedEntityRecognition method instead", false)]
public static Microsoft.ML.TorchSharp.NasBert.NerTrainer NameEntityRecognition (this Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, string labelColumnName = "Label", string outputColumnName = "PredictedLabel", string sentence1ColumnName = "Sentence", int batchSize = 32, int maxEpochs = 10, Microsoft.ML.TorchSharp.NasBert.BertArchitecture architecture = Microsoft.ML.TorchSharp.NasBert.BertArchitecture.Roberta, Microsoft.ML.IDataView validationSet = default);[<System.ComponentModel.EditorBrowsable(System.ComponentModel.EditorBrowsableState.Never)>]
[<System.Obsolete("Please use NamedEntityRecognition method instead", false)>]
static member NameEntityRecognition : Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers * string * string * string * int * int * Microsoft.ML.TorchSharp.NasBert.BertArchitecture * Microsoft.ML.IDataView -> Microsoft.ML.TorchSharp.NasBert.NerTrainer<Extension()>
Public Function NameEntityRecognition (catalog As MulticlassClassificationCatalog.MulticlassClassificationTrainers, Optional labelColumnName As String = "Label", Optional outputColumnName As String = "PredictedLabel", Optional sentence1ColumnName As String = "Sentence", Optional batchSize As Integer = 32, Optional maxEpochs As Integer = 10, Optional architecture As BertArchitecture = Microsoft.ML.TorchSharp.NasBert.BertArchitecture.Roberta, Optional validationSet As IDataView = Nothing) As NerTrainer参数
- labelColumnName
- String
标签列的名称。 列应是键类型。
- outputColumnName
- String
输出列的名称。 它将是键类型。 它是预测的标签。
- sentence1ColumnName
- String
第一个句子的列的名称。
- batchSize
- Int32
批处理中的行数。
- maxEpochs
- Int32
循环访问训练集的最大次数。
- architecture
- BertArchitecture
模型的体系结构。 默认为 Roberta。
- validationSet
- IDataView
训练时用于提高模型质量的验证集。
返回
- 属性