Struct ClarifyShapConfigBuilder

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#[non_exhaustive]
pub struct ClarifyShapConfigBuilder { /* private fields */ }

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A builder for ClarifyShapConfig.

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impl ClarifyShapConfigBuilder

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pub fn shap_baseline_config(self, input: ClarifyShapBaselineConfig) -> Self

The configuration for the SHAP baseline of the Kernal SHAP algorithm.

This field is required.

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pub fn set_shap_baseline_config( self, input: Option<ClarifyShapBaselineConfig>, ) -> Self

The configuration for the SHAP baseline of the Kernal SHAP algorithm.

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pub fn get_shap_baseline_config(&self) -> &Option<ClarifyShapBaselineConfig>

The configuration for the SHAP baseline of the Kernal SHAP algorithm.

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pub fn number_of_samples(self, input: i32) -> Self

The number of samples to be used for analysis by the Kernal SHAP algorithm.

The number of samples determines the size of the synthetic dataset, which has an impact on latency of explainability requests. For more information, see the Synthetic data of Configure and create an endpoint.

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pub fn set_number_of_samples(self, input: Option<i32>) -> Self

The number of samples to be used for analysis by the Kernal SHAP algorithm.

The number of samples determines the size of the synthetic dataset, which has an impact on latency of explainability requests. For more information, see the Synthetic data of Configure and create an endpoint.

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pub fn get_number_of_samples(&self) -> &Option<i32>

The number of samples to be used for analysis by the Kernal SHAP algorithm.

The number of samples determines the size of the synthetic dataset, which has an impact on latency of explainability requests. For more information, see the Synthetic data of Configure and create an endpoint.

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pub fn use_logit(self, input: bool) -> Self

A Boolean toggle to indicate if you want to use the logit function (true) or log-odds units (false) for model predictions. Defaults to false.

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pub fn set_use_logit(self, input: Option<bool>) -> Self

A Boolean toggle to indicate if you want to use the logit function (true) or log-odds units (false) for model predictions. Defaults to false.

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pub fn get_use_logit(&self) -> &Option<bool>

A Boolean toggle to indicate if you want to use the logit function (true) or log-odds units (false) for model predictions. Defaults to false.

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pub fn seed(self, input: i32) -> Self

The starting value used to initialize the random number generator in the explainer. Provide a value for this parameter to obtain a deterministic SHAP result.

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pub fn set_seed(self, input: Option<i32>) -> Self

The starting value used to initialize the random number generator in the explainer. Provide a value for this parameter to obtain a deterministic SHAP result.

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pub fn get_seed(&self) -> &Option<i32>

The starting value used to initialize the random number generator in the explainer. Provide a value for this parameter to obtain a deterministic SHAP result.

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pub fn text_config(self, input: ClarifyTextConfig) -> Self

A parameter that indicates if text features are treated as text and explanations are provided for individual units of text. Required for natural language processing (NLP) explainability only.

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pub fn set_text_config(self, input: Option<ClarifyTextConfig>) -> Self

A parameter that indicates if text features are treated as text and explanations are provided for individual units of text. Required for natural language processing (NLP) explainability only.

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pub fn get_text_config(&self) -> &Option<ClarifyTextConfig>

A parameter that indicates if text features are treated as text and explanations are provided for individual units of text. Required for natural language processing (NLP) explainability only.

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pub fn build(self) -> ClarifyShapConfig

Consumes the builder and constructs a ClarifyShapConfig.

Trait Implementations§

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impl Clone for ClarifyShapConfigBuilder

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fn clone(&self) -> ClarifyShapConfigBuilder

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for ClarifyShapConfigBuilder

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

Formats the value using the given formatter. Read more

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impl Default for ClarifyShapConfigBuilder

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fn default() -> ClarifyShapConfigBuilder

Returns the “default value” for a type. Read more

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impl PartialEq for ClarifyShapConfigBuilder

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

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impl StructuralPartialEq for ClarifyShapConfigBuilder

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impl UnwindSafe for ClarifyShapConfigBuilder

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Struct ClarifyShapConfigBuilderCopy item path

Implementations§

impl ClarifyShapConfigBuilder

pub fn shap_baseline_config(self, input: ClarifyShapBaselineConfig) -> Self

pub fn set_shap_baseline_config( self, input: Option<ClarifyShapBaselineConfig>, ) -> Self

pub fn get_shap_baseline_config(&self) -> &Option<ClarifyShapBaselineConfig>

pub fn number_of_samples(self, input: i32) -> Self

pub fn set_number_of_samples(self, input: Option<i32>) -> Self

pub fn get_number_of_samples(&self) -> &Option<i32>

pub fn use_logit(self, input: bool) -> Self

pub fn set_use_logit(self, input: Option<bool>) -> Self

pub fn get_use_logit(&self) -> &Option<bool>

pub fn seed(self, input: i32) -> Self

pub fn set_seed(self, input: Option<i32>) -> Self

pub fn get_seed(&self) -> &Option<i32>

pub fn text_config(self, input: ClarifyTextConfig) -> Self

pub fn set_text_config(self, input: Option<ClarifyTextConfig>) -> Self

pub fn get_text_config(&self) -> &Option<ClarifyTextConfig>

pub fn build(self) -> ClarifyShapConfig

Trait Implementations§

impl Clone for ClarifyShapConfigBuilder

fn clone(&self) -> ClarifyShapConfigBuilder

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

impl Debug for ClarifyShapConfigBuilder

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

impl Default for ClarifyShapConfigBuilder

fn default() -> ClarifyShapConfigBuilder

impl PartialEq for ClarifyShapConfigBuilder

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

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

impl StructuralPartialEq for ClarifyShapConfigBuilder

Auto Trait Implementations§

impl Freeze for ClarifyShapConfigBuilder

impl RefUnwindSafe for ClarifyShapConfigBuilder

impl Send for ClarifyShapConfigBuilder

impl Sync for ClarifyShapConfigBuilder

impl Unpin for ClarifyShapConfigBuilder

impl UnwindSafe for ClarifyShapConfigBuilder

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Struct ClarifyShapConfigBuilder

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