public ModelSessionRequest(string dataSourceName, PredictionDomain domain, string targetColumn = null)
{
DataSourceName = dataSourceName;
if (targetColumn != null)
{
TargetColumn = targetColumn;
}
PredictionDomain = domain;
}
public static ModelSessionRequest TrainModel(string dataSourceName, PredictionDomain domain,
string targetColumn = null, ModelSessionRequest options = null)
{
var request = options ?? new ModelSessionRequest();
request.DataSourceName = dataSourceName;
if (targetColumn != null)
{
request.TargetColumn = targetColumn;
}
request.PredictionDomain = domain;
return(request);
}
public Task EstimateTrainModel(string dataSourceName, string targetColumn, PredictionDomain predictionDomain, string statusCallbackUrl,
Action <HttpRequestMessage, HttpResponseMessage> httpMessageTransformer, CancellationToken cancellationToken)
{
Argument.IsNotNullOrEmpty(dataSourceName, nameof(dataSourceName));
Argument.IsNotNullOrEmpty(targetColumn, nameof(targetColumn));
var data = new ModelSessionDetail
{
DataSourceName = dataSourceName,
Columns = new Dictionary <string, ColumnMetadata>()
{
{ targetColumn, new ColumnMetadata {
Role = ColumnRole.Target
} }
},
PredictionDomain = predictionDomain,
CallbackUrl = statusCallbackUrl,
};
return(EstimateTrainModel(data, httpMessageTransformer, cancellationToken));
}
public Task EstimateTrainModel(string dataSourceName, string targetColumn, PredictionDomain predictionDomain, string statusCallbackUrl,
Action <HttpRequestMessage, HttpResponseMessage> httpMessageTransformer)
{
return(EstimateTrainModel(dataSourceName, targetColumn, predictionDomain, statusCallbackUrl, httpMessageTransformer, CancellationToken.None));
}
public Task EstimateTrainModel(string dataSourceName, string targetColumn, PredictionDomain predictionDomain, string statusCallbackUrl)
{
return(EstimateTrainModel(dataSourceName, targetColumn, predictionDomain, statusCallbackUrl, null));
}
public Task <SessionResponse> TrainModel(string dataSourceName, string targetColumn, PredictionDomain predictionDomain, string statusCallbackUrl)
{
return(TrainModel(dataSourceName, targetColumn, predictionDomain, statusCallbackUrl, null));
}
