Tackling the Problem of Data Imbalancing for Melanoma Classification.
Mojdeh RastgooGuillaume LemaitreJoan MassichOlivier MorelFranck MarzaniRafael GarcíaFabrice MériaudeauPublished in: BIOIMAGING (2016)
Keyphrases
- high quality
- data sets
- machine learning
- data mining techniques
- experimental data
- data processing
- text classification
- classification accuracy
- support vector machine svm
- feature extraction
- database
- data distribution
- sensor data
- synthetic data
- original data
- training samples
- labeled data
- pattern classification
- data collection
- classification models
- input data
- support vector machine
- knowledge discovery
- end users
- preprocessing
- data analysis
- pattern recognition
- data structure
- training data
- decision trees
- feature selection