Struct AlgorithmSpec 

pub struct AlgorithmSpec {
    pub family: AlgorithmFamily,
    pub name: String,
    pub default_params: HashMap<String, String>,
    pub param_space: HashMap<String, Vec<String>>,
    pub complexity: f64,
    pub memory_requirement: f64,
    pub supports_proba: bool,
    pub handles_missing: bool,
    pub handles_categorical: bool,
    pub supports_incremental: bool,
}

Specific algorithm within a family

Fields

family: AlgorithmFamily

Algorithm family

name: String

Specific algorithm name

default_params: HashMap<String, String>

Default hyperparameters

param_space: HashMap<String, Vec<String>>

Hyperparameter search space

complexity: f64

Computational complexity (relative scale)

memory_requirement: f64

Memory requirements (relative scale)

supports_proba: bool

Supports probability prediction

handles_missing: bool

Handles missing values

handles_categorical: bool

Handles categorical features

supports_incremental: bool

Supports incremental learning

Trait Implementations

impl Clone for AlgorithmSpec

fn clone(&self) -> AlgorithmSpec

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AlgorithmSpec

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

Formats the value using the given formatter.

impl PartialEq for AlgorithmSpec

fn eq(&self, other: &AlgorithmSpec) -> 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 StructuralPartialEq for AlgorithmSpec