Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View.
Christos ThrampoulidisSamet OymakMahdi SoltanolkotabiPublished in: NeurIPS (2020)
Keyphrases
- multiclass classification
- theoretical insights
- high dimensional
- multi class
- binary classification
- low dimensional
- cost sensitive
- machine learning algorithms
- dimensionality reduction
- binary classifiers
- multiclass svm
- nearest neighbor
- high dimensional data
- worst case
- high dimensionality
- data points
- variable selection
- image segmentation
- data sets
- class imbalance
- lower bound
- feature space
- training data