Files
MachineLearningNotebooks/how-to-use-azureml/automated-machine-learning/sql-server/energy-demand/PredictEnergyDemand.sql
Jeff Shepherd 61b396be4f Added sql files
2019-06-26 14:26:01 -07:00

17 lines
702 B
Transact-SQL

-- This shows using the AutoMLPredict stored procedure to predict using a forecasting model for the nyc_energy dataset.
DECLARE @Model NVARCHAR(MAX) = (SELECT TOP 1 Model FROM dbo.aml_model
WHERE ExperimentName = 'automl-sql-forecast'
ORDER BY CreatedDate DESC)
EXEC dbo.AutoMLPredict @input_query='
SELECT CAST(timeStamp AS NVARCHAR(30)) AS timeStamp,
demand,
precip,
temp
FROM nyc_energy
WHERE demand IS NOT NULL AND precip IS NOT NULL AND temp IS NOT NULL
AND timeStamp >= ''2017-02-01''',
@label_column='demand',
@model=@model
WITH RESULT SETS ((timeStamp NVARCHAR(30), actual_demand FLOAT, precip FLOAT, temp FLOAT, predicted_demand FLOAT))