Struct AutoMLResult

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pub struct AutoMLResult {
    pub best_config: HashMap<String, HyperparamValue>,
    pub best_score: f64,
    pub all_configs: Vec<(HashMap<String, HyperparamValue>, f64)>,
    pub n_trials: usize,
}

Expand description

Summary of a completed AutoML search.

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§best_config: HashMap<String, HyperparamValue>

Best hyperparameter configuration found

§best_score: f64

Score of the best configuration

§all_configs: Vec<(HashMap<String, HyperparamValue>, f64)>

All (config, score) pairs in trial order

§n_trials: usize

Total number of trials run

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impl AutoMLResult

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pub fn scores(&self) -> impl Iterator<Item = f64> + '_

Iterate over all trial scores.

Trait Implementations§

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impl Debug for AutoMLResult

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for AutoMLResult

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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