What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?
Amitojdeep SinghSourya SenguptaJ. Jothi BalajiMohammed Abdul RasheedIbrahim FaruqVaradharajan JayakumarJohn S. ZelekVasudevan LakshminarayananPublished in: OMIA@MICCAI (2020)
Keyphrases
- classification method
- support vector machine svm
- classification accuracy
- preprocessing
- similarity measure
- machine learning methods
- classification algorithm
- high accuracy
- support vector machine
- accuracy rate
- probabilistic model
- classification process
- benchmark data sets
- pattern classification
- decision rules
- computational complexity
- cross validation
- classification procedure
- significant improvement
- cross validated
- classification scheme
- roc curve
- pattern recognition
- segmentation method
- cost function
- dynamic programming
- feature vectors
- pairwise
- training set
- feature subset
- computational cost
- classification rate
- exhaustive search
- semi supervised
- svm classifier
- feature set
- closed form
- data sets
- support vector
- unsupervised learning
- training samples
- segmentation algorithm
- class labels