BayesianLinearModelAvro.avsc

{
    "name": "BayesianLinearModelAvro",
    "namespace": "com.linkedin.photon.avro.generated",
    "type": "record",
    "doc": "a generic schema to describe a Bayesian linear model with means and variances",
    "fields": [
        {
            "name": "modelId",
            "type": "string"
        },
        {
            "default": null,
            "name": "modelClass",
            "type": [
                "null",
                "string"
            ],
            "doc": "The fully-qualified class name of enclosing GLM model class. E.g.: com.linkedin.photon.ml.supervised.classification.LogisticRegressionModel"
        },
        {
            "name": "means",
            "type": {
                "items": "NameTermValueAvro",
                "type": "array"
            }
        },
        {
            "default": null,
            "name": "variances",
            "type" : [
                "null",
                {
                    "items" : "NameTermValueAvro",
                    "type"  : "array"
                }
            ]
        },
        {
            "default": null,
            "name": "lossFunction",
            "type": [
                "null",
                "string"
             ],
            "doc": "The loss function used for training as the class name. E.g.: com.linkedin.photon.ml.function.LogisticLossFunction"
        }
    ]
}