Comparative Study of Data Augmentation Strategies for White Blood Cells Classification.
George KolokolnikovAndrey SamorodovPublished in: FRUCT (2019)
Keyphrases
- comparative study
- data sets
- data collection
- machine learning
- knowledge discovery
- data quality
- synthetic data
- input data
- database
- prior knowledge
- data model
- pattern recognition
- data structure
- feature selection
- decision trees
- high dimensional data
- training dataset
- data reduction
- extracted features
- original data
- raw data
- experimental data
- training data
- data analysis
- computer systems
- high quality
- dimensionality reduction
- training set
- preprocessing