org.elasticsearch.xpack.core.ml.stats_index_mappings.json Maven / Gradle / Ivy
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Elasticsearch Expanded Pack Plugin - Core
{
"${xpack.ml.mapping_type}": {
"_meta": {
"version" : "${xpack.ml.version}"
},
"dynamic": false,
"properties" : {
"iteration": {
"type": "integer"
},
"hyperparameters": {
"properties": {
"alpha": {
"type": "double"
},
"class_assignment_objective": {
"type": "keyword"
},
"downsample_factor": {
"type": "double"
},
"eta": {
"type": "double"
},
"eta_growth_rate_per_tree": {
"type": "double"
},
"feature_bag_fraction": {
"type": "double"
},
"gamma": {
"type": "double"
},
"lambda": {
"type": "double"
},
"max_attempts_to_add_tree": {
"type": "integer"
},
"max_optimization_rounds_per_hyperparameter": {
"type": "integer"
},
"max_trees": {
"type": "integer"
},
"num_folds": {
"type": "integer"
},
"num_splits_per_feature": {
"type": "integer"
},
"soft_tree_depth_limit": {
"type": "double"
},
"soft_tree_depth_tolerance": {
"type": "double"
}
}
},
"job_id" : {
"type" : "keyword"
},
"parameters": {
"properties": {
"compute_feature_influence": {
"type": "boolean"
},
"feature_influence_threshold": {
"type": "double"
},
"method": {
"type": "keyword"
},
"n_neighbors": {
"type": "integer"
},
"outlier_fraction": {
"type": "double"
},
"standardization_enabled": {
"type": "boolean"
}
}
},
"peak_usage_bytes" : {
"type" : "long"
},
"model_id": {
"type": "keyword"
},
"node_id": {
"type": "keyword"
},
"inference_count": {
"type": "long"
},
"failure_count": {
"type": "long"
},
"cache_miss_count": {
"type": "long"
},
"missing_all_fields_count": {
"type": "long"
},
"skipped_docs_count": {
"type": "long"
},
"timestamp" : {
"type" : "date"
},
"timing_stats": {
"properties": {
"elapsed_time": {
"type": "long"
},
"iteration_time": {
"type": "long"
}
}
},
"test_docs_count": {
"type": "long"
},
"training_docs_count": {
"type": "long"
},
"type" : {
"type" : "keyword"
},
"validation_loss": {
"properties": {
"fold_values": {
"properties": {
"fold": {
"type": "integer"
},
"values": {
"type": "double"
}
}
},
"loss_type": {
"type": "keyword"
}
}
}
}
}
}