ConfusionMatrix

aws_sdk_glue::types

Struct ConfusionMatrix 

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#[non_exhaustive]
pub struct ConfusionMatrix {
    pub num_true_positives: Option<i64>,
    pub num_false_positives: Option<i64>,
    pub num_true_negatives: Option<i64>,
    pub num_false_negatives: Option<i64>,
}
Expand description

The confusion matrix shows you what your transform is predicting accurately and what types of errors it is making.

For more information, see Confusion matrix in Wikipedia.

Fields (Non-exhaustive)§

This struct is marked as non-exhaustive
Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.
§num_true_positives: Option<i64>

The number of matches in the data that the transform correctly found, in the confusion matrix for your transform.

§num_false_positives: Option<i64>

The number of nonmatches in the data that the transform incorrectly classified as a match, in the confusion matrix for your transform.

§num_true_negatives: Option<i64>

The number of nonmatches in the data that the transform correctly rejected, in the confusion matrix for your transform.

§num_false_negatives: Option<i64>

The number of matches in the data that the transform didn't find, in the confusion matrix for your transform.

Implementations§

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impl ConfusionMatrix

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pub fn num_true_positives(&self) -> Option<i64>

The number of matches in the data that the transform correctly found, in the confusion matrix for your transform.

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pub fn num_false_positives(&self) -> Option<i64>

The number of nonmatches in the data that the transform incorrectly classified as a match, in the confusion matrix for your transform.

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pub fn num_true_negatives(&self) -> Option<i64>

The number of nonmatches in the data that the transform correctly rejected, in the confusion matrix for your transform.

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pub fn num_false_negatives(&self) -> Option<i64>

The number of matches in the data that the transform didn't find, in the confusion matrix for your transform.

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impl ConfusionMatrix

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pub fn builder() -> ConfusionMatrixBuilder

Creates a new builder-style object to manufacture ConfusionMatrix.

Trait Implementations§

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impl Clone for ConfusionMatrix

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fn clone(&self) -> ConfusionMatrix

Returns a duplicate 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 Debug for ConfusionMatrix

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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 PartialEq for ConfusionMatrix

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fn eq(&self, other: &ConfusionMatrix) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for ConfusionMatrix

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