pub struct SemanticClusteringConfig {
pub similarity_metric: SemanticSimilarity,
pub n_clusters: Option<usize>,
pub similarity_threshold: f64,
pub max_iterations: usize,
pub tolerance: f64,
pub use_dimension_reduction: bool,
pub target_dimensions: Option<usize>,
pub preprocessing: TextPreprocessing,
}Expand description
Configuration for semantic text clustering
Fields§
§similarity_metric: SemanticSimilaritySimilarity metric to use
n_clusters: Option<usize>Number of clusters (for k-means style algorithms)
similarity_threshold: f64Minimum similarity threshold for hierarchical clustering
max_iterations: usizeMaximum number of iterations
tolerance: f64Convergence tolerance
use_dimension_reduction: boolUse dimensionality reduction preprocessing
target_dimensions: Option<usize>Target dimensions for dimensionality reduction
preprocessing: TextPreprocessingPreprocessing options
Trait Implementations§
Source§impl Clone for SemanticClusteringConfig
impl Clone for SemanticClusteringConfig
Source§fn clone(&self) -> SemanticClusteringConfig
fn clone(&self) -> SemanticClusteringConfig
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for SemanticClusteringConfig
impl Debug for SemanticClusteringConfig
Auto Trait Implementations§
impl Freeze for SemanticClusteringConfig
impl RefUnwindSafe for SemanticClusteringConfig
impl Send for SemanticClusteringConfig
impl Sync for SemanticClusteringConfig
impl Unpin for SemanticClusteringConfig
impl UnwindSafe for SemanticClusteringConfig
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.