GkmExplain: fast and accurate interpretation of nonlinear gapped k-mer SVMs.
Avanti ShrikumarEva PrakashAnshul KundajePublished in: Bioinform. (2019)
Keyphrases
- support vector
- multi class
- feature selection
- high dimension
- multi class classification
- machine learning
- training data
- high quality
- high accuracy
- computationally efficient
- highly accurate
- classification using support vector machines
- data sets
- structured learning
- accurate classifiers
- image interpretation
- generalization ability
- svm classifier
- kernel function
- knn
- neural network