[ aws . frauddetector ]

put-model

Description

Creates or updates a model.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  put-model
--model-id <value>
--model-type <value>
[--description <value>]
--training-data-source <value>
--model-variables <value>
--label-schema <value>
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]
[--cli-auto-prompt <value>]

Options

--model-id (string)

The model ID.

--model-type (string)

The model type.

Possible values:

  • ONLINE_FRAUD_INSIGHTS

--description (string)

The model description.

--training-data-source (structure)

The training data source location in Amazon S3.

dataLocation -> (string)

The data location of the training data source.

dataAccessRoleArn -> (string)

The data access role ARN for the training data source.

Shorthand Syntax:

dataLocation=string,dataAccessRoleArn=string

JSON Syntax:

{
  "dataLocation": "string",
  "dataAccessRoleArn": "string"
}

--model-variables (list)

The model input variables.

(structure)

The model variable.>

name -> (string)

The model variable’s name.>

index -> (integer)

The model variable’s index.>

Shorthand Syntax:

name=string,index=integer ...

JSON Syntax:

[
  {
    "name": "string",
    "index": integer
  }
  ...
]

--label-schema (structure)

The label schema.

labelKey -> (string)

The label key.

labelMapper -> (map)

The label mapper maps the Amazon Fraud Detector supported label to the appropriate source labels. For example, if "FRAUD" and "LEGIT" are Amazon Fraud Detector supported labels, this mapper could be: {"FRAUD" => ["0"] , “LEGIT” => [“1”]} or {"FRAUD" => ["false"], "LEGIT" => ["true"]} or {"FRAUD" => ["fraud", "abuse"], "LEGIT" => ["legit", "safe"]} . The value part of the mapper is a list, because you may have multiple variants for a single Amazon Fraud Detector label.

key -> (string)

value -> (list)

(string)

Shorthand Syntax:

labelKey=string,labelMapper={KeyName1=string,string,KeyName2=string,string}

JSON Syntax:

{
  "labelKey": "string",
  "labelMapper": {"string": ["string", ...]
    ...}
}

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally. This may not be specified along with --cli-input-yaml.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

--cli-auto-prompt (boolean) Automatically prompt for CLI input parameters.

See ‘aws help’ for descriptions of global parameters.

Output

None