Methods to Evaluate Temporal Cognitive Biases in Machine Learning Prediction Models.
Christopher G. HarrisPublished in: WWW (Companion Volume) (2020)
Keyphrases
- machine learning methods
- machine learning
- machine learning approaches
- predictive model
- statistical methods
- statistical models
- machine learning models
- prediction model
- machine learning algorithms
- learning algorithm
- significant improvement
- preprocessing
- data driven approaches
- computer vision
- prediction accuracy
- predictive power
- feature selection
- learning models
- computational models
- qualitative and quantitative
- linear regression
- predictive modeling
- statistical inference
- pattern recognition
- autoregressive
- temporal reasoning
- information extraction
- active learning
- temporal information
- computational cost
- complex systems
- computational model
- probabilistic model
- information processing
- model selection
- knowledge acquisition