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Forecaster Toolbox Description · Changes

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Update Forecaster Toolbox Description authored May 06, 2020 by Dimitris Tsoukalas's avatar Dimitris Tsoukalas
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...@@ -19,4 +19,4 @@ The three web services allow the individual and remote invocation of the forecas ...@@ -19,4 +19,4 @@ The three web services allow the individual and remote invocation of the forecas
| ground_truth | If the model will return also ground truth values or not. | No | One of the following string values: [‘yes’, ‘no’].<br>Default value is ‘no. | | ground_truth | If the model will return also ground truth values or not. | No | One of the following string values: [‘yes’, ‘no’].<br>Default value is ‘no. |
| test | If the model will produce Train-Test or unseen forecasts. | No | One of the following string values: [‘yes’, ‘no’].<br>Default value is ‘no’. If set to ‘no’, then the service uses the whole data to train a regressor and returns forecasts on unseen data. A value of ‘yes’ should be used only for model testing and not actual deployment into production. | | test | If the model will produce Train-Test or unseen forecasts. | No | One of the following string values: [‘yes’, ‘no’].<br>Default value is ‘no’. If set to ‘no’, then the service uses the whole data to train a regressor and returns forecasts on unseen data. A value of ‘yes’ should be used only for model testing and not actual deployment into production. |
The output of the three individual web services provided by the Forecasting Toolbox, namely TD Forecaster, Energy Forecaster and Dependability Forecaster is a JSON file containing the predicted values for a particular quality attribute of the selected application (see [Usage](usage)). This JSON actually contains i) a status code of the response, ii) a N-size array containing the forecasts, where N is equal to the ‘horizon’ parameter, iii) a recap on the given parameter values, and iv) a message informing the user if the request was fulfilled successfully or not. The output of the three individual web services provided by the Forecasting Toolbox, namely TD Forecaster, Energy Forecaster and Dependability Forecaster is a JSON file containing the predicted values for a particular quality attribute of the selected application (see [Usage](Forecaster Toolbox Usage)). This JSON actually contains i) a status code of the response, ii) a N-size array containing the forecasts, where N is equal to the ‘horizon’ parameter, iii) a recap on the given parameter values, and iv) a message informing the user if the request was fulfilled successfully or not.
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