Forecaster-Toolbox-Usage.md

@@ -4,7 +4,7 @@ In this example we want to predict TD Principal of the [Apache Kafka](https://gi
 
 Once the server is running, open your web browser and navigate to the following URL:
 
-http://127.0.0.1:5000/ForecasterToolbox/TDForecasting?horizon=10&project=apache_kafka_measures&regressor=auto&ground_truth=yes&test=no
+http://127.0.0.1:5000/ForecasterToolbox/TDForecasting?horizon=10&project=apache_kafka_measures&regressor=auto&ground_truth=no&test=no
 
 The response of the submitted command is a JSON object containing the forecasted TD values of the Apache Kafka test project for versions 151 to 160 (10 steps) ahead, using the Ridge regressor, which the back-end selected as the most appropriate model for this occasion. This JSON object is illustrated below:
 
@@ -64,3 +64,50 @@ The response of the submitted command is a JSON object containing the forecasted
     "status": 200
 }
 ```
+
+## Energy Forecasting Example
+
+In this example we want to predict Energy Consumption of the [Sbeamer Gapbs](https://github.com/sbeamer/gapbs) test project for 5 steps ahead. Sbeamer Gapbs dataset contains 60 versions, so we expect the response to contain predicted TD values for versions 61 to 65. Again, we set the *horizon* parameter to *5* and the *regressor* parameter to *auto*, in order to allow the Energy Forecaster to choose the best model based on training error minimization.
+
+Once the server is running, open your web browser and navigate to the following URL:
+
+http://127.0.0.1:5000/ForecasterToolbox/EnergyForecasting?horizon=5&project=sbeamer_gapbs_energy_measures&regressor=auto&ground_truth=no&test=no
+
+The response of the submitted command is a JSON object containing the forecasted Energy values of the Sbeamer Gapbs test project for versions 61 to 65 (5 steps) ahead, using the Lasso regressor, which the back-end selected as the most appropriate model for this occasion. This JSON object is illustrated below:
+
+```json
+{
+    "message": "The request was fulfilled.",
+    "results": {
+        "forecasts": [{
+                "value": 51.089354864448154,
+                "version": 61
+            },
+            {
+                "value": 50.32746962241154,
+                "version": 62
+            },
+            {
+                "value": 51.481911189167526,
+                "version": 63
+            },
+            {
+                "value": 51.3345537282448,
+                "version": 64
+            },
+            {
+                "value": 51.490599251851116,
+                "version": 65
+            }
+        ],
+        "parameters": {
+            "ground_truth": "no",
+            "horizon": 5,
+            "project": "sbeamer_gapbs_energy_measures",
+            "regressor": "lasso",
+            "test": "no"
+        }
+    },
+    "status": 200
+}
+```
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