Enum PluginOutputData 

pub enum PluginOutputData {
    FeatureImportance {
        scores: Vec<Float>,
        feature_names: Vec<String>,
        std_errors: Option<Vec<Float>>,
    },
    LocalExplanation {
        instance_id: usize,
        feature_contributions: Vec<Float>,
        feature_names: Vec<String>,
        base_value: Float,
    },
    GlobalExplanation {
        feature_effects: Vec<Float>,
        feature_names: Vec<String>,
        interaction_effects: Option<Array2<Float>>,
    },
    CounterfactualExplanation {
        counterfactual_instance: Array1<Float>,
        feature_changes: Vec<(usize, Float, Float)>,
        distance: Float,
        feasibility_score: Float,
    },
    VisualizationData {
        plot_type: String,
        data: Value,
        config: HashMap<String, String>,
    },
    Custom(Value),
}

Plugin output data types

Variants

FeatureImportance

Feature importance scores

Fields

scores: Vec<Float>

feature_names: Vec<String>

std_errors: Option<Vec<Float>>

LocalExplanation

Local explanation

Fields

instance_id: usize

feature_contributions: Vec<Float>

feature_names: Vec<String>

base_value: Float

GlobalExplanation

Global explanation

Fields

feature_effects: Vec<Float>

feature_names: Vec<String>

interaction_effects: Option<Array2<Float>>

CounterfactualExplanation

Counterfactual explanation

Fields

counterfactual_instance: Array1<Float>

feature_changes: Vec<(usize, Float, Float)>

distance: Float

feasibility_score: Float

VisualizationData

Visualization data

Fields

plot_type: String

data: Value

config: HashMap<String, String>

Custom(Value)

Custom output

Trait Implementations

impl Clone for PluginOutputData

fn clone(&self) -> PluginOutputData

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PluginOutputData

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for PluginOutputData

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for PluginOutputData

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

where __S: Serializer,

Serialize this value into the given Serde serializer.