Struct GlobalSplitReport

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pub struct GlobalSplitReport {
    pub total_rows: u64,
    pub total_train_rows: u64,
    pub total_test_rows: u64,
    pub total_validation_rows: Option<u64>,
    pub effective_train_ratio: f64,
    pub effective_test_ratio: f64,
    pub effective_validation_ratio: Option<f64>,
    pub node_summaries: Vec<NodeSummary>,
    pub global_label_distribution: Option<HashMap<String, u64>>,
    pub quality_passed: bool,
    pub issues: Vec<SplitQualityIssue>,
}

Expand description

Report on global split quality across all nodes

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§total_rows: u64

Total rows across all nodes

§total_train_rows: u64

Total training rows

§total_test_rows: u64

Total test rows

§total_validation_rows: Option<u64>

Total validation rows

§effective_train_ratio: f64

Effective train/test/val ratios

§effective_test_ratio: f64

Effective test ratio

§effective_validation_ratio: Option<f64>

Effective validation ratio

§node_summaries: Vec<NodeSummary>

Per-node summaries

§global_label_distribution: Option<HashMap<String, u64>>

Global label distribution (if stratified)

§quality_passed: bool

Whether split quality meets requirements

§issues: Vec<SplitQualityIssue>

Quality issues found

Trait Implementations§

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impl Clone for GlobalSplitReport

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fn clone(&self) -> GlobalSplitReport

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 GlobalSplitReport

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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 GlobalSplitReport

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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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where T: ?Sized,

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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> 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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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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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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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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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