DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction.
Alexander SchulzFabian HinderBarbara HammerPublished in: IJCAI (2020)
Keyphrases
- dimensionality reduction
- neural network
- pattern recognition
- feature extraction
- class discrimination
- classification accuracy
- class separability
- high dimensionality
- feature selection
- dimensionality reduction methods
- text classification
- unsupervised learning
- dimension reduction
- bayesian network classifiers
- discriminative learning
- discriminative features
- pattern classification
- support vector machine
- supervised learning
- object category recognition
- pattern recognition and machine learning
- decision trees
- structure preserving
- rule extraction
- machine learning
- discriminative information
- multi layer perceptron
- data representation
- principal components
- support vector
- back propagation
- support vector machine svm
- artificial neural networks
- image classification
- feature vectors
- highly discriminative
- neural networks and support vector machines
- classification algorithm
- high dimensional data
- low dimensional
- fuzzy logic
- multi class
- image processing