transductive

Meanings

1. 1
   adj

   relating to a form of machine learning that predicts outcomes for a particular set of unlabeled examples without first deriving a general predictive model

   The researchers used a transductive method to classify the specific test samples available to the system.

2. 2
   adj

   relating to reasoning that moves from one particular case to another rather than deriving a general rule

   The child made a transductive inference, linking two events simply because they occurred close together.

3. 3
   adj

   relating to transduction, the conversion or transfer of a signal, stimulus, energy, or genetic material

   The experiment measured the cell's transductive response to mechanical pressure.

Formed from transduction + -ive. Transduction ultimately reflects Latin transducere, "to lead or carry across," from trans- ("across") + ducere ("to lead"). Its technical senses preserve that movement: converting a signal, transferring material, or carrying information from known cases to specific unknown ones.

External links

• Cambridge Dictionary
• Wiktionary
• Google Images