LearningCurveVisualizer

scirs2_metrics::visualization::learning_curve

Struct LearningCurveVisualizer 

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pub struct LearningCurveVisualizer { /* private fields */ }
Expand description

Learning curve visualizer

This struct provides methods for visualizing learning curves.

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impl LearningCurveVisualizer

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pub fn new(data: LearningCurveData) -> Self

Create a new LearningCurveVisualizer

§Arguments
  • data - Learning curve data
§Returns
  • A new LearningCurveVisualizer
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pub fn with_title(self, title: String) -> Self

Set the title for the plot

§Arguments
  • title - Title for the plot
§Returns
  • Self for method chaining
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pub fn with_show_std(self, showstd: bool) -> Self

Set whether to show standard deviation

§Arguments
  • show_std - Whether to show standard deviation
§Returns
  • Self for method chaining
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pub fn with_scoring(self, scoring: String) -> Self

Set the scoring metric name

§Arguments
  • scoring - Scoring metric name
§Returns
  • Self for method chaining

Trait Implementations§

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impl Clone for LearningCurveVisualizer

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fn clone(&self) -> LearningCurveVisualizer

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for LearningCurveVisualizer

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl MetricVisualizer for LearningCurveVisualizer

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fn prepare_data(&self) -> Result<VisualizationData, Box<dyn Error>>

Prepare data for visualization
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fn get_metadata(&self) -> VisualizationMetadata

Get visualization metadata

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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fn __clone_box(&self, _: Private) -> *mut ()

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fn from(t: T) -> T

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where U: From<T>,

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Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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fn into_either(self, into_left: bool) -> Either<Self, Self>

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where F: FnOnce(&Self) -> bool,

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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

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unsafe fn drop(ptr: usize)

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type Output = T

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fn to_subset(&self) -> Option<SS>

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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T> ToOwned for T
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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> Visualization for T
where T: MetricVisualizer,

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fn save_to_file( &self, path: impl AsRef<Path>, options: Option<VisualizationOptions>, ) -> Result<(), Box<dyn Error>>

Save the visualization to a file using the default backend Read more
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fn render_svg( &self, options: Option<VisualizationOptions>, ) -> Result<Vec<u8>, Box<dyn Error>>

Render the visualization as SVG Read more
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fn render_png( &self, options: Option<VisualizationOptions>, ) -> Result<Vec<u8>, Box<dyn Error>>

Render the visualization as PNG Read more