Bring the Noise: Embracing Randomness Is the Key to Scaling Up Machine Learning Algorithms.
Brian DalessandroPublished in: Big Data (2013)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- learning problems
- predictive accuracy
- machine learning methods
- random forests
- neural network
- input features
- learning tasks
- transfer learning
- machine learning models
- machine learning systems
- missing data
- multiclass classification
- signal to noise ratio
- supervised learning algorithms
- machine learning approaches
- statistical machine learning
- prior knowledge
- support vector
- training data
- feature selection
- data mining