Struct PipelineValidator 

pub struct PipelineValidator { /* private fields */ }

Pipeline validator for error checking and robustness

Implementations

impl PipelineValidator

pub fn new() -> Self

Create a new pipeline validator

pub fn check_data_types(self, check: bool) -> Self

Enable/disable data type checking

pub fn check_missing_values(self, check: bool) -> Self

Enable/disable missing value checking

pub fn check_infinite_values(self, check: bool) -> Self

Enable/disable infinite value checking

pub fn check_feature_names(self, check: bool) -> Self

Enable/disable feature name checking

pub fn verbose(self, verbose: bool) -> Self

Set verbosity

pub fn validate_data( &self, x: &ArrayView2<'_, Float>, y: Option<&ArrayView1<'_, Float>>, ) -> SklResult<()>

Validate input data

pub fn validate_pipeline<S>(&self, _pipeline: &Pipeline<S>) -> SklResult<()>

where S: Debug,

Validate pipeline structure

Trait Implementations

impl Default for PipelineValidator

fn default() -> Self

Returns the “default value” for a type.