ModelProps

Properties for defining a Model.

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

Initializer

import com.aliyun.ros.cdk.nlpautoml.ModelProps;
ModelProps.builder()
    .datasetIdList(IResolvable)
    .datasetIdList(java.util.List<java.lang.Number)
    .datasetIdList(IResolvable>)
    .modelName(java.lang.String)
    .modelName(IResolvable)
    .modelType(java.lang.String)
    .modelType(IResolvable)
    .projectId(java.lang.Number)
    .projectId(IResolvable)
//  .lr(java.lang.String)
//  .lr(IResolvable)
//  .nepochs(java.lang.String)
//  .nepochs(IResolvable)
//  .testDatasetIdList(IResolvable)
//  .testDatasetIdList(java.util.List<java.lang.Number)
//  .testDatasetIdList(IResolvable>)
    .build();

Properties

Name	Type	Description
datasetIdList	com.aliyun.ros.cdk.core.IResolvable OR java.util.List	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	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property modelName: The name of model.
modelType	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property modelType: The type of model.
projectId	java.lang.Number OR com.aliyun.ros.cdk.core.IResolvable	Property projectId: The project id to which the model belongs.
lr	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property lr: Learning rate.
nepochs	java.lang.String OR com.aliyun.ros.cdk.core.IResolvable	Property nepochs: Number of training dataset iterations.
testDatasetIdList	com.aliyun.ros.cdk.core.IResolvable OR java.util.List	Property testDatasetIdList: Test set ID list.

---

datasetIdList^Required

public java.lang.Object getDatasetIdList();

• Type: com.aliyun.ros.cdk.core.IResolvable OR java.util.List

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^Required

public java.lang.Object getModelName();

• Type: java.lang.String OR com.aliyun.ros.cdk.core.IResolvable

Property modelName: The name of model.

---

modelType^Required

public java.lang.Object getModelType();

• Type: java.lang.String OR com.aliyun.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

---

projectId^Required

public java.lang.Object getProjectId();

• Type: java.lang.Number OR com.aliyun.ros.cdk.core.IResolvable

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

---

lr^Optional

public java.lang.Object getLr();

• Type: java.lang.String OR com.aliyun.ros.cdk.core.IResolvable

Property lr: Learning rate.

---

nepochs^Optional

public java.lang.Object getNepochs();

• Type: java.lang.String OR com.aliyun.ros.cdk.core.IResolvable

Property nepochs: Number of training dataset iterations.

---

testDatasetIdList^Optional

public java.lang.Object getTestDatasetIdList();

• Type: com.aliyun.ros.cdk.core.IResolvable OR java.util.List

Property testDatasetIdList: Test set ID list.

Some models under text classification support adding test set data.

---