The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning.
Jessica HullmanSayash KapoorPriyanka NanayakkaraAndrew GelmanArvind NarayananPublished in: CoRR (2022)
Keyphrases
- data sets
- data analysis
- learning algorithm
- machine learning
- background knowledge
- data collection
- knowledge acquisition
- data structure
- prior knowledge
- learning tasks
- data processing
- data sources
- training data
- original data
- active learning
- raw data
- knowledge discovery
- human experts
- artificial intelligence
- learning systems
- statistical analysis
- synthetic data
- inductive logic programming
- learning problems
- experimental data
- learning models
- missing data
- computer systems
- high quality
- data mining techniques
- supervised learning
- learning analytics
- human learning
- statistical methods
- image data
- data points
- xml documents
- learning process
- reinforcement learning
- data mining
- databases