Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets.
Chinedu Innocent NwoyeNicolas PadoyPublished in: CoRR (2022)
Keyphrases
- synthetic data
- data sets
- test data
- detection method
- data structure
- data analysis
- noisy data
- prior knowledge
- information loss
- data sources
- raw data
- input data
- missing data
- experimental results on real world
- large scale data sets
- sampling methods
- dimensional data
- data quality
- prior information
- statistical methods
- preprocessing
- training data
- image data
- objective function
- pairwise
- significant improvement
- data points
- similarity measure
- data mining techniques
- original data
- spectral clustering
- probability distribution
- missing values
- xml documents
- database
- segmentation method
- high dimensional data