Trustworthiness Perceptions of Machine Learning Algorithms: The Influence of Confidence Intervals.
Gene M. AlarconSarah A. JessupScott MeyersDexter JohnsonWalter D. BennettePublished in: ICHMS (2024)
Keyphrases
- machine learning algorithms
- confidence intervals
- benchmark data sets
- learning algorithm
- machine learning
- predictive accuracy
- sample size
- decision trees
- machine learning methods
- learning problems
- stochastic systems
- machine learning approaches
- stopping rules
- monte carlo
- random forests
- test set
- markov chain
- machine learning models
- roc curve
- machine learning systems
- conditional probabilities
- statistical machine learning
- learning models
- bayesian networks
- standard machine learning algorithms
- np hard