TF-DM: Tool for Studying ML Model Resilience to Data Faults.
Niranjhana NarayananKarthik PattabiramanPublished in: DeepTest@ICSE (2021)
Keyphrases
- experimental data
- input data
- data sets
- test data
- missing data
- prior knowledge
- data structure
- data analysis
- data quality
- network structure
- synthetic data
- data sources
- simulation data
- measured data
- computational model
- statistical analysis
- data collection
- knowledge discovery
- process model
- objective function
- database
- raw data
- expert knowledge
- empirical data
- sensor data
- statistical methods
- learned models
- probability distribution