Using Explainable Boosting Machines (EBMs) to Detect Common Flaws in Data.
Zhi ChenSarah TanHarsha NoriKori InkpenYin LouRich CaruanaPublished in: PKDD/ECML Workshops (1) (2021)
Keyphrases
- data sets
- data analysis
- database
- data collection
- synthetic data
- machine learning
- raw data
- high quality
- data processing
- small number
- complex data
- data objects
- image data
- knowledge discovery
- probability distribution
- relational databases
- data structure
- statistical analysis
- database systems
- sensor data
- test data
- network structure
- learning algorithm
- original data
- data mining
- neural network