Enum ModelType 

#[repr(u16)]
pub enum ModelType {
    LinearRegression = 1,
    LogisticRegression = 2,
    DecisionTree = 3,
    RandomForest = 4,
    GradientBoosting = 5,
    KMeans = 6,
    Pca = 7,
    NaiveBayes = 8,
    Knn = 9,
    Svm = 10,
    NgramLm = 16,
    Tfidf = 17,
    CountVectorizer = 18,
    NeuralSequential = 32,
    NeuralCustom = 33,
    ContentRecommender = 48,
    MixtureOfExperts = 64,
    Custom = 255,
}

Model type identifiers

Variants

LinearRegression = 1

Linear regression (OLS/Ridge/Lasso)

LogisticRegression = 2

Logistic regression (GLM Binomial)

DecisionTree = 3

Decision tree (CART/ID3)

RandomForest = 4

Random forest (Bagging ensemble)

GradientBoosting = 5

Gradient boosting (Boosting ensemble)

KMeans = 6

K-means clustering (Lloyd’s algorithm)

Pca = 7

Principal component analysis

NaiveBayes = 8

Gaussian naive bayes

Knn = 9

K-nearest neighbors

Svm = 10

Support vector machine

NgramLm = 16

N-gram language model (Markov chains)

Tfidf = 17

TF-IDF vectorizer

CountVectorizer = 18

Count vectorizer

NeuralSequential = 32

Sequential neural network (Feed-forward)

NeuralCustom = 33

Custom neural architecture

ContentRecommender = 48

Content-based recommender

MixtureOfExperts = 64

Mixture of Experts (sparse/dense MoE)

Custom = 255

User-defined model

Implementations

impl ModelType

pub fn from_u16(value: u16) -> Option<Self>

Convert from u16 value

Trait Implementations

impl Clone for ModelType

fn clone(&self) -> ModelType

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelType

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ModelType

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ModelType

fn eq(&self, other: &ModelType) -> 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 ModelType

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for ModelType

impl Eq for ModelType

impl StructuralPartialEq for ModelType