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Glite Dictionary
🧵 Freed from knots 🧠 Separated factors
disentangled

disentangled

8.9
A way of showing data where different parts are separated and change independently, like color and shape
  • adjective
  • /ˌdɪsɪnˈtæŋɡəld/
  • Specialized
translation icon : desenredado
  • By ensuring that the components are disentangled, researchers can manipulate individual factors without interference.

If the knowledge was better factorized and and separated disentangled, then you would avoid a lot of that.

Examples

  • The model's output is more reliable because its data representation is fully disentangled into distinct features.

  • For better analysis, the complex relationships were disentangled to understand each variable's impact.

  • If the knowledge was better factorized and and separated disentangled, then you would avoid a lot of that.

    Lex Fridman

Synonyms

untangled
vsdisentangled
3.4

Free of knots and twists and easy to separate or understand

is a technical notion where different factors form separate independent, interpretable components

Antonyms

entangled
1 5.3

Twisted together, like wires, or stuck in a difficult situation

How Disentangled

independent
984 2.3
disentangled
  • Specialized
8.9
separated
1.0
entangled
1 5.3
mixed
1 1.0

Surface Forms

disentangled positive

Morphology

disentangled = disentangle (semi-transparent) = dis + entangle + ed

The verb 'disentangle' is transparently 'dis-' + 'entangle'; the change to an '-ed' adjective is regular.

Etymology

Disentangled in machine learning uses the same idea: dis- 'remove' and tangle 'mess of threads', so imagine features as separate threads that have been pulled apart. That's why a disentangled representation lets you change one feature (for example color) without touching the others (for example shape).