{
  "code": null,
  "collection": "lexicon",
  "href": "https://banes-lab.com/ontology/lexicon#lexicon-model-complexity",
  "id": "model-complexity",
  "kind": "quality-attribute",
  "layer": {
    "href": "https://banes-lab.com/ontology/schema#layer-correctness-core",
    "json": "https://banes-lab.com/json/records/layer/correctness-core",
    "label": "Correctness Core",
    "markdown": "https://banes-lab.com/records/layer/correctness-core.md",
    "ref": "layer:correctness-core"
  },
  "name": "Model Complexity",
  "ref": "lexicon:model-complexity",
  "relations": [
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology/lexicon#lexicon-category-model-architecture",
          "json": "https://banes-lab.com/json/records/lexicon-category/model-architecture",
          "label": "Model Architecture",
          "markdown": "https://banes-lab.com/records/lexicon-category/model-architecture.md",
          "ref": "lexicon-category:model-architecture"
        }
      ],
      "relation": "category"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology#architecture-explainability",
          "json": "https://banes-lab.com/json/records/architecture/explainability",
          "label": "Explainability",
          "markdown": "https://banes-lab.com/records/architecture/explainability.md",
          "ref": "architecture:explainability"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#tension-explainability-model-complexity",
          "json": "https://banes-lab.com/json/records/tension/explainability-model-complexity",
          "label": "Explainability / Model Complexity",
          "markdown": "https://banes-lab.com/records/tension/explainability-model-complexity.md",
          "ref": "tension:explainability-model-complexity"
        }
      ],
      "relation": "tensions-with"
    },
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology#architecture-category-model-architecture",
          "json": "https://banes-lab.com/json/ontology/principles/architecture-category-model-architecture",
          "label": "Model Architecture",
          "markdown": "https://banes-lab.com/ontology/principles/architecture-category-model-architecture.md",
          "ref": "chapter:/ontology#architecture-category-model-architecture"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#the-resolutions",
          "json": "https://banes-lab.com/json/ontology/schema/the-resolutions",
          "label": "The resolutions",
          "markdown": "https://banes-lab.com/ontology/schema/the-resolutions.md",
          "ref": "chapter:/ontology/schema#the-resolutions"
        }
      ],
      "relation": "linked-from"
    }
  ],
  "summary": "The degree of intricacy in a model, which raises accuracy but lowers explainability.",
  "siblings": {
    "next": {
      "href": "https://banes-lab.com/ontology/lexicon#lexicon-monitoring-cost",
      "json": "https://banes-lab.com/json/records/lexicon/monitoring-cost",
      "label": "Monitoring Cost",
      "markdown": "https://banes-lab.com/records/lexicon/monitoring-cost.md",
      "ref": "lexicon:monitoring-cost"
    },
    "previous": {
      "href": "https://banes-lab.com/ontology/lexicon#lexicon-metric-completeness",
      "json": "https://banes-lab.com/json/records/lexicon/metric-completeness",
      "label": "Metric Completeness",
      "markdown": "https://banes-lab.com/records/lexicon/metric-completeness.md",
      "ref": "lexicon:metric-completeness"
    }
  },
  "up": {
    "href": null,
    "json": "https://banes-lab.com/json/api/records/lexicon",
    "label": "Lexicon terms",
    "markdown": "https://banes-lab.com/api/records/lexicon.md",
    "ref": "api:records/lexicon"
  },
  "aliases": []
}