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TrainReport

steeldb::tagger_train

Struct TrainReport 

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pub struct TrainReport {
    pub examples: usize,
    pub labels_a: usize,
    pub labels_b: usize,
    pub epochs: Vec<EpochReport>,
    pub train_acc_a: f64,
    pub train_acc_b: f64,
    pub dev_examples: usize,
    pub dev_acc_a: f64,
    pub dev_acc_b: f64,
    pub dev_acc_a_spans: f64,
}

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§examples: usize§labels_a: usize§labels_b: usize§epochs: Vec<EpochReport>§train_acc_a: f64

token-level accuracy of Head A on the training set after the final epoch

§train_acc_b: f64§dev_examples: usize

held-out examples (never trained on)

§dev_acc_a: f64

the numbers that indicate generalisation rather than memorisation

§dev_acc_b: f64§dev_acc_a_spans: f64

Head A accuracy over only the tokens that carry an entity label (not O) — the metric that matters, since O dominates token-level accuracy and inflates it

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impl Clone for TrainReport

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fn clone(&self) -> Self

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

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

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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 Serialize for TrainReport

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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