mabor::train::metric

Struct ConfusionStatsInput

pub struct ConfusionStatsInput<B>
where
    B: Backend,
{
    pub predictions: Tensor<B, 2>,
    pub targets: Tensor<B, 2, Bool>,
}
Expand description

Input for confusion statistics error types.

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§predictions: Tensor<B, 2>

Sample x Class Non thresholded normalized predictions.

§targets: Tensor<B, 2, Bool>

Sample x Class one-hot encoded target.

Implementations§

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impl<B> ConfusionStatsInput<B>
where B: Backend,

pub fn new( predictions: Tensor<B, 2>, targets: Tensor<B, 2, Bool>, ) -> ConfusionStatsInput<B>

Constructs a new ConfusionStatsInput.

Trait Implementations§

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impl<B> Adaptor<ConfusionStatsInput<B>> for ClassificationOutput<B>
where B: Backend,
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fn adapt(&self) -> ConfusionStatsInput<B>

Adapt the type to be passed to a metric.
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impl<B> Adaptor<ConfusionStatsInput<B>> for MultiLabelClassificationOutput<B>
where B: Backend,
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fn adapt(&self) -> ConfusionStatsInput<B>

Adapt the type to be passed to a metric.
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impl<B> Clone for ConfusionStatsInput<B>
where B: Clone + Backend,
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fn clone(&self) -> ConfusionStatsInput<B>

Returns a copy of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source. Read more
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impl<B> Debug for ConfusionStatsInput<B>
where B: Debug + Backend,
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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>
Formats the value using the given formatter. Read more
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impl<B> From<(Tensor<B, 2>, Tensor<B, 2, Bool>)> for ConfusionStatsInput<B>
where B: Backend,
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fn from(value: (Tensor<B, 2>, Tensor<B, 2, Bool>)) -> ConfusionStatsInput<B>

Converts to this type from the input type.
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impl<B> From<ConfusionStatsInput<B>> for (Tensor<B, 2>, Tensor<B, 2, Bool>)
where B: Backend,
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fn from(input: ConfusionStatsInput<B>) -> (Tensor<B, 2>, Tensor<B, 2, Bool>)
Converts to this type from the input type.

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Adaptor<()> for T

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fn adapt(&self)
Adapt the type to be passed to a metric.
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impl<T> Any for T
where T: 'static + ?Sized,
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Gets the TypeId of self. Read more
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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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