Ethical behavior in humans and machines - Evaluating training data quality for beneficial machine learning.
Thilo HagendorffPublished in: CoRR (2020)
Keyphrases
- data quality
- machine learning
- learning machines
- human behavior
- data preparation
- quality management
- data warehouse
- data confidentiality
- training set
- quality assessment
- data cleansing
- data cleaning
- support vector machine
- learning algorithm
- machine intelligence
- knowledge discovery
- information systems
- text classification
- privacy guarantees
- data transformation
- poor quality
- data privacy
- active learning
- information loss
- data sets
- training data
- human intelligence
- decision trees
- e learning
- quality indicators
- information extraction
- cell suppression