Robust, scalable and fast bootstrap method for analyzing large scale data.
Shahab BasiriEsa OllilaVisa KoivunenPublished in: CoRR (2015)
Keyphrases
- synthetic data
- data sets
- test data
- prior information
- input data
- missing data
- prior knowledge
- data analysis
- noisy data
- computationally efficient
- highly efficient
- statistical methods
- training data
- probability distribution
- information loss
- contingency tables
- statistical analysis
- highly accurate
- training samples
- segmentation method
- parameter free
- clustering method
- hypothesis tests
- knowledge discovery
- data points
- high quality
- model selection
- probabilistic model
- significant improvement
- computational complexity
- raw data
- neural network
- large scale data sets
- image segmentation
- face recognition
- correlation analysis
- similarity measure
- classification accuracy
- missing values
- cross validation
- image data
- support vector machine
- high dimensional data
- detection method