dataset

contains the time interval settings for connections and training results from Ueba

idstring<uuid>

last_trainingstring<date-time>

last successful training reported from ueba server

is_activeboolean

if set, dataset based on which inference is done.

use_for_inference_once_trainedboolean

admin can set ueba to take results into use automatically after training completed. Note will toggle is_active bits once training done, as needed.

Default value: false

time_range_settings objectrequired

Definition of time interval(s) from where connections data is fetched from db for training

startstring<date-time>

endstring<date-time>

exclude object[]

time ranges to exclude

Array [

startstring<date-time>

endstring<date-time>

]

training_results object[]

Array [

createdstring<date-time>

when training entry in ueba server created

feature_config_namestringrequired

statusstringrequired

Possible values: [TRAINING, SUCCESS, FAILURE]

error_codestring

error_detailsstring

num_connectionsinteger

meannumber

stdnumber

quantile_99number

quantile_999number

training_logstring

training_dataset_lossnumber[]

validation_dataset_lossnumber[]

validation_dataset_histogram object

histnumber[]required

bin_edgesnumber[]required

]

commentstring

A comment describing the dataset

createdstring<date-time>

created_bystring

updatedstring<date-time>

updated_bystring

dataset

{
  "id": "3fa85f64-5717-4562-b3fc-2c963f66afa6",
  "last_training": "2024-07-29T15:51:28.071Z",
  "is_active": true,
  "use_for_inference_once_trained": false,
  "time_range_settings": {
    "start": "2024-07-29T15:51:28.071Z",
    "end": "2024-07-29T15:51:28.071Z",
    "exclude": [
      {
        "start": "2024-07-29T15:51:28.071Z",
        "end": "2024-07-29T15:51:28.071Z"
      }
    ]
  },
  "training_results": [
    {
      "created": "2024-07-29T15:51:28.071Z",
      "feature_config_name": "string",
      "status": "TRAINING",
      "error_code": "string",
      "error_details": "string",
      "num_connections": 0,
      "mean": 0,
      "std": 0,
      "quantile_99": 0,
      "quantile_999": 0,
      "training_log": "string",
      "training_dataset_loss": [
        0
      ],
      "validation_dataset_loss": [
        0
      ],
      "validation_dataset_histogram": {
        "hist": [
          0
        ],
        "bin_edges": [
          0
        ]
      }
    }
  ],
  "comment": "string",
  "created": "2024-07-29T15:51:28.071Z",
  "created_by": "string",
  "updated": "2024-07-29T15:51:28.071Z",
  "updated_by": "string"
}