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# fitted(to:eventHandler:)

Fits a model to a sequence of examples.

```
func fitted(to input: some Sequence<AnnotatedFeature<MLShapedArray<Scalar>, MLShapedArray<Scalar>>>, eventHandler: EventHandler? = nil) async throws -> LinearTimeSeriesForecaster<Scalar>.Model
```

## Parameters

`input`

A sequence of annotated features. Each feature’s shape should be `[featureSize]` and each
annotation’s shape should be `[annotationSize]`. This method divides the input sequence into windows.

`eventHandler`

An event handler.

## Return Value

The fitted model.

## Discussion

This method uses a sliding window to chunk the input features into features of [`inputWindowSize`](/documentation/CreateMLComponents/LinearTimeSeriesForecaster/inputWindowSize) elements
and annotations of [`forecastWindowSize`](/documentation/CreateMLComponents/LinearTimeSeriesForecaster/forecastWindowSize) elements. If you want to use a different windowing strategy, use
[`fitted(toWindows:eventHandler:)`](/documentation/CreateMLComponents/LinearTimeSeriesForecaster/fitted(toWindows:eventHandler:)).

---

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