Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
SPDX-License-Identifier: CC-BY-SA-4.0

All Amazon SageMaker built-in algorithms adhere to the common input inference format described in Common Data Formats - Inference. This topic contains a list of the available output formats for the Amazon SageMaker k-means algorithm.

{
    "predictions": [
        {
            "closest_cluster": 1.0,
            "distance_to_cluster": 3.0,
        },
        {
            "closest_cluster": 2.0,
            "distance_to_cluster": 5.0,
        },
 
        ....
    ]
}

{"closest_cluster": 1.0, "distance_to_cluster": 3.0}
{"closest_cluster": 2.0, "distance_to_cluster": 5.0}

[
    Record = {
        features = {},
        label = {
            'closest_cluster': {
                keys: [],
                values: [1.0, 2.0]  # float32
            },
            'distance_to_cluster': {
                keys: [],
                values: [3.0, 5.0]  # float32
            },
        }
    }
]