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ModelProps

Properties for defining a Model.

See https://www.alibabacloud.com/help/ros/developer-reference/aliyun-nlpautoml-model

Initializer 

import { ModelProps } from '@alicloud/ros-cdk-nlpautoml'
const modelProps: ModelProps = { ... }

Properties

Name Type Description
datasetIdList @alicloud/ros-cdk-core.IResolvable | number | @alicloud/ros-cdk-core.IResolvable[] Property datasetIdList: The uploaded dataset must be under the same project, and the total number of marked data is greater than or equal to 4.
modelName string | @alicloud/ros-cdk-core.IResolvable Property modelName: The name of model.
modelType string | @alicloud/ros-cdk-core.IResolvable Property modelType: The type of model.
projectId number | @alicloud/ros-cdk-core.IResolvable Property projectId: The project id to which the model belongs.
lr string | @alicloud/ros-cdk-core.IResolvable Property lr: Learning rate.
nepochs string | @alicloud/ros-cdk-core.IResolvable Property nepochs: Number of training dataset iterations.
testDatasetIdList @alicloud/ros-cdk-core.IResolvable | number | @alicloud/ros-cdk-core.IResolvable[] Property testDatasetIdList: Test set ID list.

datasetIdListRequired 

public readonly datasetIdList: IResolvable | number | IResolvable[];
  • Type: @alicloud/ros-cdk-core.IResolvable | number | @alicloud/ros-cdk-core.IResolvable[]

Property datasetIdList: The uploaded dataset must be under the same project, and the total number of marked data is greater than or equal to 4.

modelNameRequired 

public readonly modelName: string | IResolvable;
  • Type: string | @alicloud/ros-cdk-core.IResolvable

Property modelName: The name of model.

modelTypeRequired 

public readonly modelType: string | IResolvable;
  • Type: string | @alicloud/ros-cdk-core.IResolvable

Property modelType: The type of model.

Please refer to the documentation for the parameter values corresponding to different types of models. Using the specified model type under different project, and the backend will do the verification. If the model type does not exist under the project, it will prompt that the base model is not found

projectIdRequired 

public readonly projectId: number | IResolvable;
  • Type: number | @alicloud/ros-cdk-core.IResolvable

Property projectId: The project id to which the model belongs.

lrOptional 

public readonly lr: string | IResolvable;
  • Type: string | @alicloud/ros-cdk-core.IResolvable

Property lr: Learning rate.

nepochsOptional 

public readonly nepochs: string | IResolvable;
  • Type: string | @alicloud/ros-cdk-core.IResolvable

Property nepochs: Number of training dataset iterations.

testDatasetIdListOptional 

public readonly testDatasetIdList: IResolvable | number | IResolvable[];
  • Type: @alicloud/ros-cdk-core.IResolvable | number | @alicloud/ros-cdk-core.IResolvable[]

Property testDatasetIdList: Test set ID list.

Some models under text classification support adding test set data.