Understanding and Visualizing Data Iteration in Machine Learning.
Fred HohmanKanit WongsuphasawatMary Beth KeryKayur PatelPublished in: CHI (2020)
Keyphrases
- machine learning
- data analysis
- data sets
- missing data
- data collection
- artificial intelligence
- data sources
- data points
- learning algorithm
- computer vision
- high quality
- raw data
- synthetic data
- statistical analysis
- experimental data
- machine learning methods
- statistical methods
- data objects
- data structure
- training data
- database
- data quality
- complex data
- high dimensional data
- computer systems
- knowledge acquisition
- data processing
- small number
- image data
- active learning
- decision trees