Azure AutoML time series endpoint data input
I am using Azure ML studio AutoML to train a best time series model with TCNForcaster algorithm and deploy it as web service. since this is using a deep learning algorithm and the request is different than simple algorithm. I do not know how to enter my request data for forecasting below. I have tried lots of ways but always got error:'date'.
{
data: [
{
_automl_target_col_WASNULL: 0,
_automl_target_col_season: 0,
_automl_target_col_trend: 0,
_automl_year: 0,
_automl_half: 0,
_automl_quarter: 0,
_automl_month: 0,
_automl_day: 0,
_automl_qday: 0,
_automl_week: 0
}
] }
This is the simple algorithm request data like {
data: [
{
Date: 2021-03-01T00:00:00.000Z,
ForecastID: 1,
}
],
quantiles: [
0.025,
0.975
] }
Thanks in advance for any suggestions
Topic azure-ml
Category Data Science