Struct ComprehensivePipelineValidator 

pub struct ComprehensivePipelineValidator {
    pub data_validator: DataValidator,
    pub structure_validator: StructureValidator,
    pub statistical_validator: StatisticalValidator,
    pub performance_validator: PerformanceValidator,
    pub cross_validator: CrossValidator,
    pub robustness_tester: RobustnessTester,
    pub verbose: bool,
}

Comprehensive pipeline validation framework

Fields

data_validator: DataValidator

Data validation settings

structure_validator: StructureValidator

Structure validation settings

statistical_validator: StatisticalValidator

Statistical validation settings

performance_validator: PerformanceValidator

Performance validation settings

cross_validator: CrossValidator

Cross-validation settings

robustness_tester: RobustnessTester

Robustness testing settings

verbose: bool

Output detailed validation report

Implementations

impl ComprehensivePipelineValidator

pub fn new() -> Self

Create a new comprehensive pipeline validator with default settings

pub fn strict() -> Self

Create a strict validator with all checks enabled

pub fn fast() -> Self

Create a fast validator with minimal checks for development

pub fn validate<S>( &self, pipeline: &Pipeline<S>, x: &ArrayView2<'_, Float>, y: Option<&ArrayView1<'_, Float>>, ) -> SklResult<ValidationReport>

where S: Debug,

Run comprehensive validation on a pipeline

Trait Implementations

impl Default for ComprehensivePipelineValidator

fn default() -> Self

Returns the “default value” for a type.