Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge.
Songtao GuoYixin LuoYanzhi SongPublished in: CoRR (2017)
Keyphrases
- random forests
- support vector machine svm
- machine learning
- decision trees
- single pass
- classification algorithm
- similarity measure
- segmentation algorithm
- text classification
- learning algorithm
- regression problems
- machine learning algorithms
- feature selection
- feature extraction
- ensemble methods
- tree ensembles
- regression forests
- skin lesion
- classification trees
- support vector
- random forest
- image classification
- optimization method
- machine learning methods
- pattern recognition
- training set
- classification accuracy
- digital images
- semi supervised learning
- k nearest neighbor