Columns
Fixed ML.NET column names used by Toro.ML algorithm packages.
| Function | Description |
|---|---|
Features | |
GroupId | |
Label | |
Score |
Features
FeaturesReturns string
GroupId
GroupIdReturns string
Label
LabelReturns string
Score
ScoreReturns string
RegressionRow
ML.NET regression row exposed for algorithm extension packages.
Record fields
| Name | Description |
|---|---|
Features | Fixed-width feature vector. |
Label | Target value. |
RankingRow
ML.NET ranking row exposed for algorithm extension packages.
Record fields
| Name | Description |
|---|---|
Features | Fixed-width feature vector. |
GroupId | Query-group key encoded for ML.NET. |
Label | Relevance label. |
ScoringRow
ML.NET scoring row exposed for algorithm extension packages.
Record fields
| Name | Description |
|---|---|
Features | Fixed-width feature vector. |
TensorDataView
Shared Tensor and IDataView conversion for algorithm extension packages.
| Function | Description |
|---|---|
float32Column columnName data | Copy a scalar float32 IDataView column to a detached CPU tensor. |
schema mlContext featureCount | Create the ML.NET scoring input schema for a feature width. |
scoring mlContext features | Convert a feature matrix to an ML.NET scoring view and return its width. |
float32Column
float32Column columnName dataCopy a scalar float32 IDataView column to a detached CPU tensor.
Parameters
columnName:stringdata:IDataView
Returns Tensor
schema
schema mlContext featureCountCreate the ML.NET scoring input schema for a feature width.
Parameters
mlContext:MLContextfeatureCount:int
Returns DataViewSchema
scoring
scoring mlContext featuresConvert a feature matrix to an ML.NET scoring view and return its width.
Parameters
mlContext:MLContextfeatures:Tensor
Returns int * IDataView
RegressionDataView
Regression Tensor-to-IDataView conversion for algorithm extension packages.
| Function | Description |
|---|---|
training mlContext dataset | Convert a validated regression dataset to an ML.NET training view. |
training
training mlContext datasetConvert a validated regression dataset to an ML.NET training view.
Parameters
mlContext:MLContextdataset:RegressionDataset
Returns IDataView
RankingDataView
Ranking Tensor-to-IDataView conversion for algorithm extension packages.
| Function | Description |
|---|---|
training mlContext dataset | Convert a validated ranking dataset to an ML.NET training view. |
training
training mlContext datasetConvert a validated ranking dataset to an ML.NET training view.
Parameters
mlContext:MLContextdataset:RankingDataset
Returns IDataView