[ aws . frauddetector ]
Creates or updates a model.
See also: AWS API Documentation
See ‘aws help’ for descriptions of global parameters.
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>]
--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.
None