Update mlforecaster.md

davidusb-geek · Dec 19, 2023 · d6dcd0d · d6dcd0d
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diff --git a/docs/mlforecaster.md b/docs/mlforecaster.md
@@ -16,13 +16,13 @@ To train a model use the `forecast-model-fit` end point.
 
 Some paramters can be optionally defined at runtime:
 
-- `days_to_retrieve`: the total days to retrieve from Home Assistant for model training. Defined this in order to retrieve as much history data as possible.
+- `days_to_retrieve`: the total days to retrieve from Home Assistant for model training. Define this in order to retrieve as much history data as possible.
 
 ```{note}
 The minimum number of `days_to_retrieve` is hard coded to 9 by default. But it is adviced to provide more data for better accuracy by modifying your Home Assistant recorder settings. 
 ```
 
-- `model_type`: define the type of model forecast that this will be used for. For example: `load_forecast`. This should be an unique name is you are using multiple custom forecast models.
+- `model_type`: define the type of model forecast that this will be used for. For example: `load_forecast`. This should be an unique name if you are using multiple custom forecast models.
 
 - `var_model`: the name of the sensor to retrieve data from Home Assistant. Example: `sensor.power_load_no_var_loads`.