SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness.
Mustafa Anil KoçakDavid RamírezElza ErkipDennis E. ShashaPublished in: CoRR (2017)
Keyphrases
- machine learning
- learning algorithm
- computational cost
- improved algorithm
- computational complexity
- dynamic programming
- experimental evaluation
- selection algorithm
- np hard
- k means
- high accuracy
- computationally efficient
- significant improvement
- preprocessing
- data mining
- computer vision
- theoretical analysis
- optimization algorithm
- detection algorithm
- times faster
- estimation algorithm
- memory requirements
- tree structure
- particle swarm optimization
- text classification
- worst case
- similarity measure