Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy.
Philipp SchoeneggerIndre TuminauskaitePeter S. ParkPhilip E. TetlockPublished in: CoRR (2024)
Keyphrases
- prediction accuracy
- ensemble methods
- crowd sourced
- improve the prediction accuracy
- high accuracy
- learning algorithm
- high prediction accuracy
- ensemble members
- prediction algorithm
- prediction error
- error rate
- low cost
- neural network
- prediction model
- ensemble pruning
- human interaction
- high density
- root mean square error
- neural network ensemble
- computational cost
- base classifiers
- high speed
- crowd sourcing
- classification accuracy
- feature selection