Assessing the impact of data augmentation and a combination of CNNs on leukemia classification.
Maíla de Lima ClaroRodrigo M. S. VerasAndré M. SantanaLuis Henrique Silva VogadoGeraldo Braz JuniorFátima N. S. de MedeirosJoão Manuel R. S. TavaresPublished in: Inf. Sci. (2022)
Keyphrases
- data sets
- image data
- synthetic data
- raw data
- classification accuracy
- data points
- data collection
- data quality
- data mining
- machine learning
- high quality
- database
- statistical analysis
- data mining techniques
- knn
- original data
- missing data
- training samples
- data processing
- text classification
- supervised learning
- databases
- knowledge discovery
- data sources
- prior knowledge
- preprocessing
- neural network