Predicting Data Scientist Stuckness During the Development of Machine Learning Classifiers.
Moshe MashShoshana OryolReid G. SimmonsStephanie RosenthalPublished in: VL/HCC (2022)
Keyphrases
- machine learning
- data sets
- decision trees
- database
- data collection
- data processing
- data quality
- training data
- data analysis
- data structure
- association rules
- active learning
- data sources
- data points
- image data
- raw data
- learning algorithm
- training examples
- machine learning algorithms
- synthetic data
- data samples
- machine learning methods
- test data
- spatial data
- training samples
- input data
- data mining techniques
- small number
- classification accuracy