Struct rusoto_personalize::CreateSolutionRequest

pub struct CreateSolutionRequest {
    pub dataset_group_arn: String,
    pub event_type: Option<String>,
    pub name: String,
    pub perform_auto_ml: Option<bool>,
    pub perform_hpo: Option<bool>,
    pub recipe_arn: Option<String>,
    pub solution_config: Option<SolutionConfig>,
}

Fields

dataset_group_arn: String

The Amazon Resource Name (ARN) of the dataset group that provides the training data.

event_type: Option<String>

When your have multiple event types (using an EVENT_TYPE schema field), this parameter specifies which event type (for example, 'click' or 'like') is used for training the model.

If you do not provide an eventType, Amazon Personalize will use all interactions for training with equal weight regardless of type.

name: String

The name for the solution.

perform_auto_ml: Option<bool>

Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn.

When set to true, Amazon Personalize analyzes your training data and selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In this case, you must omit recipeArn. Amazon Personalize determines the optimal recipe by running tests with different values for the hyperparameters. AutoML lengthens the training process as compared to selecting a specific recipe.

perform_hpo: Option<bool>

Whether to perform hyperparameter optimization (HPO) on the specified or selected recipe. The default is false.

When performing AutoML, this parameter is always true and you should not set it to false.

recipe_arn: Option<String>

The ARN of the recipe to use for model training. Only specified when performAutoML is false.

solution_config: Option<SolutionConfig>

The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

Trait Implementations

impl Clone for CreateSolutionRequest

fn clone(&self) -> CreateSolutionRequest

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for CreateSolutionRequest

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

Formats the value using the given formatter.

impl Default for CreateSolutionRequest

fn default() -> CreateSolutionRequest

Returns the “default value” for a type.

impl PartialEq<CreateSolutionRequest> for CreateSolutionRequest

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

This method tests for self and other values to be equal, and is used by ==.

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

This method tests for !=.

impl Serialize for CreateSolutionRequest

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

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for CreateSolutionRequest