Struct LogisticConfig 

pub struct LogisticConfig {
    pub n_features: usize,
    pub n_classes: usize,
    pub learning_rate: f64,
    pub l2: f64,
    pub min_samples: u64,
}

Configuration for OnlineLogisticClassifier.

Fields

n_features: usize

Number of input features.

n_classes: usize

Number of classes.

learning_rate: f64

SGD learning rate.

l2: f64

L2 regularisation strength (0.0 disables).

min_samples: u64

Min samples required before OnlineLogisticClassifier::predict returns.

Trait Implementations

impl Clone for LogisticConfig

fn clone(&self) -> LogisticConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LogisticConfig

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

Formats the value using the given formatter.

impl Default for LogisticConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for LogisticConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LogisticConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.