Enum Split 

#[non_exhaustive]
pub enum Split {
    FractionSplit(Box<FractionSplit>),
    FilterSplit(Box<FilterSplit>),
    PredefinedSplit(Box<PredefinedSplit>),
    TimestampSplit(Box<TimestampSplit>),
    StratifiedSplit(Box<StratifiedSplit>),
}

Available on crate feature pipeline-service only.

The instructions how the input data should be split between the training, validation and test sets. If no split type is provided, the fraction_split is used by default.

Variants (Non-exhaustive)

Non-exhaustive enums could have additional variants added in future. Therefore, when matching against variants of non-exhaustive enums, an extra wildcard arm must be added to account for any future variants.

FractionSplit(Box<FractionSplit>)

Split based on fractions defining the size of each set.

FilterSplit(Box<FilterSplit>)

Split based on the provided filters for each set.

PredefinedSplit(Box<PredefinedSplit>)

Supported only for tabular Datasets.

Split based on a predefined key.

TimestampSplit(Box<TimestampSplit>)

Supported only for tabular Datasets.

Split based on the timestamp of the input data pieces.

StratifiedSplit(Box<StratifiedSplit>)

Supported only for tabular Datasets.

Split based on the distribution of the specified column.

Trait Implementations

impl Clone for Split

fn clone(&self) -> Split

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Split

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

Formats the value using the given formatter.

impl PartialEq for Split

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