Topological Data Analysis of Decision Boundaries with Application to Model Selection.
Karthikeyan Natesan RamamurthyKush R. VarshneyKrishnan ModyPublished in: CoRR (2018)
Keyphrases
- model selection
- data analysis
- cross validation
- machine learning
- parameter estimation
- hyperparameters
- regression model
- sample size
- decision boundary
- model selection criteria
- unsupervised learning
- data mining
- active learning
- pattern classification
- selection criterion
- nearest neighbor
- learning theory
- learning algorithm