Struct ClusterParams 

#[non_exhaustive]
pub struct ClusterParams {
    pub num_bins: usize,
    pub min_peak_weight_fraction: f32,
    pub peak_min_separation_rad: f32,
    pub max_iters_2means: usize,
    pub base_tol_rad: f32,
    pub cluster_sigma_k: f32,
}

Tuning for cluster_axes.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

num_bins: usize

Number of histogram bins spanning the [0, π) axis-angle range.

min_peak_weight_fraction: f32

Minimum fraction of total vote weight a peak must carry.

peak_min_separation_rad: f32

Minimum angular separation between the two peaks (radians, mod-π).

max_iters_2means: usize

Maximum 2-means refinement iterations.

base_tol_rad: f32

Base per-feature admission tolerance in radians.

cluster_sigma_k: f32

Multiplier on per-feature axis sigma added to Self::base_tol_rad.

Implementations

impl ClusterParams

pub fn new( num_bins: usize, min_peak_weight_fraction: f32, peak_min_separation_rad: f32, max_iters_2means: usize, base_tol_rad: f32, cluster_sigma_k: f32, ) -> Self

Construct clustering parameters from the individual knobs.

Trait Implementations

impl Clone for ClusterParams

fn clone(&self) -> ClusterParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for ClusterParams

impl Debug for ClusterParams

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

Formats the value using the given formatter.

impl PartialEq for ClusterParams

fn eq(&self, other: &ClusterParams) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for ClusterParams

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ClusterParams