Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning.
Yali NieMarco CarratùMattias O'NilsPaolo SommellaMoise Avoci UgwiriJan LundgrenPublished in: I2MTC (2022)
Keyphrases
- learning rate
- deep learning
- unsupervised learning
- feature vectors
- skin cancer
- malignant melanoma
- machine learning
- early detection
- classification accuracy
- convergence rate
- decision trees
- feature extraction
- text classification
- pattern recognition
- convergence speed
- support vector machine
- support vector
- learning algorithm
- hidden layer
- multiscale
- feature selection
- pigmented skin lesions
- training samples
- model selection
- dimensionality reduction
- semi supervised
- image features
- feature space
- image processing