On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique.
Haukur PálmasonBjörn Þór JónssonLaurent AmsalegMarkus SchedlPeter KneesPublished in: SISAP (2017)
Keyphrases
- nearest neighbor
- classification accuracy
- nearest neighbor classifier
- support vector machine svm
- nearest neighborhood
- nearest neighbor algorithm
- nearest neighbor classification
- nearest neighbor search
- classification systems
- model selection
- support vector machine
- high dimensional
- preprocessing
- training set
- text classification
- training samples
- data sets
- decision trees
- feature extraction
- pattern recognition
- support vector
- decision rules
- classification method
- active learning
- reverse nearest neighbor
- music genre classification
- decision boundary
- data mining
- classification scheme
- automatic classification
- pattern classification
- classification algorithm
- svm classifier
- class labels
- high dimensional data
- unsupervised learning
- k nearest neighbor
- feature set