Enum ImputeStrategy 

pub enum ImputeStrategy {
    Mean,
    Median,
    MostFrequent,
    Constant(f64),
}

Imputation strategy, mirroring sklearn.impute.SimpleImputer.

Variants

Mean

Fill missing values with the column mean.

Median

Fill missing values with the column median.

MostFrequent

Fill missing values with the column most frequent value.

Constant(f64)

Fill missing values with the given constant.

Trait Implementations

impl Clone for ImputeStrategy

fn clone(&self) -> ImputeStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ImputeStrategy

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

Formats the value using the given formatter.

impl Default for ImputeStrategy

fn default() -> ImputeStrategy

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ImputeStrategy

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ImputeStrategy

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

Equality operator ==.

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

Inequality operator !=.

impl Serialize for ImputeStrategy

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 ImputeStrategy