I-PNN: An Improved Probabilistic Neural Network for Binary Classification of Imbalanced Medical Data.
Ivan IzoninRoman TkachenkoMichal GregusPublished in: DEXA (2) (2022)
Keyphrases
- probabilistic neural network
- binary classification
- medical data
- class imbalance
- multi class
- pattern classification
- cost sensitive
- medical images
- learning problems
- support vector machine
- support vector
- self organizing maps
- generalization error
- multi label
- ensemble methods
- speaker identification
- data mining
- class distribution
- prediction accuracy
- active learning
- neural network
- extracted features
- particle swarm optimization algorithm
- pattern recognition
- artificial neural networks
- data sets
- pairwise
- high dimensionality
- feature selection
- learning algorithm
- kernel methods
- cross validation
- model selection
- supervised learning