A comparison of machine learning algorithms for proactive hard disk drive failure detection.
Teerat PitakratAndré van HoornLars GrunskePublished in: ISARCS (2013)
Keyphrases
- machine learning algorithms
- failure detection
- benchmark data sets
- learning algorithm
- learning problems
- machine learning
- predictive accuracy
- machine learning methods
- decision trees
- random forests
- machine learning models
- learning models
- machine learning approaches
- fault detection
- machine learning systems
- data sets
- hard disk drive
- highly reliable
- video camera
- decision support system
- expert systems
- neural network