Generalized stochastic orderings applied to the study of performance of machine learning algorithms for low quality data.
Inés CousoLuciano SánchezPublished in: IFSA-EUSFLAT (2015)
Keyphrases
- low quality
- machine learning algorithms
- data sets
- high quality
- benchmark data sets
- learning algorithm
- data points
- predictive accuracy
- machine learning
- prior knowledge
- image processing
- multiscale
- training data
- decision trees
- data structure
- data mining techniques
- missing data
- machine learning methods
- learning problems
- machine learning approaches