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• inference_index_mappings.json

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org.elasticsearch.xpack.core.ml.inference_index_mappings.json Maven / Gradle / Ivy

{
  "_doc": {
    "_meta": {
      "version": "${xpack.ml.version}"
    },
    "dynamic": false,
    "properties": {
      "doc_type": {
        "type": "keyword"
      },
      "model_id": {
        "type": "keyword"
      },
      "created_by": {
        "type": "keyword"
      },
      "input": {
        "enabled": false
      },
      "version": {
        "type": "keyword"
      },
      "description": {
        "type": "text"
      },
      "create_time": {
        "type": "date"
      },
      "tags": {
        "type": "keyword"
      },
      "metadata": {
        "enabled": false
      },
      "estimated_operations": {
        "type": "long"
      },
      "estimated_heap_memory_usage_bytes": {
        "type": "long"
      },
      "doc_num": {
        "type": "long"
      },
      "definition": {
        "enabled": false
      },
      "compression_version": {
        "type": "long"
      },
      "definition_length": {
        "type": "long"
      },
      "total_definition_length": {
        "type": "long"
      },
      "default_field_map": {
        "enabled": false
      },
      "inference_config": {
        "enabled": false
      },
      "feature_importance_baseline": {
        "properties": {
          "baseline": {
            "type": "double"
          },
          "classes": {
            "properties": {
              "class_name": { "type": "keyword"},
              "baseline": {"type" : "double"}
            }
          }
        }
      },
      "total_feature_importance": {
        "type": "nested",
        "dynamic": false,
        "properties": {
          "importance": {
            "properties": {
              "min": {
                "type": "double"
              },
              "max": {
                "type": "double"
              },
              "mean_magnitude": {
                "type": "double"
              }
            }
          },
          "feature_name": {
            "type": "keyword"
          },
          "classes": {
            "type": "nested",
            "dynamic": false,
            "properties": {
              "importance": {
                "properties": {
                  "min": {
                    "type": "double"
                  },
                  "max": {
                    "type": "double"
                  },
                  "mean_magnitude": {
                    "type": "double"
                  }
                }
              },
              "class_name": {
                "type": "keyword"
              }
            }
          }
        }
      },
      "hyperparameters": {
        "type": "nested",
        "dynamic": false,
        "properties": {
          "name": {
            "type": "keyword"
          },
          "value": {
            "type": "double"
          },
          "absolute_importance": {
            "type": "double"
          },
          "relative_importance": {
            "type": "double"
          },
          "supplied": {
            "type": "boolean"
          }
        } 
      }
    }
  }
}