pub struct StructureLearningResult {
pub dag: CausalDAG,
pub score: f64,
pub algorithm: String,
pub n_tests: usize,
pub edge_info: HashMap<(usize, usize), EdgeType>,
}Expand description
Result of a structure-learning algorithm.
Fields§
§dag: CausalDAGThe learned causal DAG (or CPDAG / PAG skeleton for PC/FCI).
score: f64Score of the learned graph (e.g. BIC; NaN when not applicable).
algorithm: StringAlgorithm name.
n_tests: usizeNumber of conditional independence tests performed (CI-based) or gradient steps (NOTEARS).
edge_info: HashMap<(usize, usize), EdgeType>Edge confidence / orientation info (for PC / FCI).
Trait Implementations§
Source§impl Clone for StructureLearningResult
impl Clone for StructureLearningResult
Source§fn clone(&self) -> StructureLearningResult
fn clone(&self) -> StructureLearningResult
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for StructureLearningResult
impl RefUnwindSafe for StructureLearningResult
impl Send for StructureLearningResult
impl Sync for StructureLearningResult
impl Unpin for StructureLearningResult
impl UnsafeUnpin for StructureLearningResult
impl UnwindSafe for StructureLearningResult
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
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impl<T> CloneToUninit for Twhere
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Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
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fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
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Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
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impl<T> Pointable for T
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fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
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Checks if
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Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.