SkData: Data Sets and Algorithm Evaluation Protocols in Python.
James BergstraNicolas PintoDavid D. CoxPublished in: SciPy (2013)
Keyphrases
- data sets
- times faster
- experimental evaluation
- objective function
- improved algorithm
- preprocessing
- computational cost
- cost function
- matching algorithm
- simulated annealing
- detection algorithm
- benchmark data sets
- k means
- learning algorithm
- probabilistic model
- optimization algorithm
- convex hull
- theoretical analysis
- dynamic programming
- np hard
- search space
- computational complexity
- input data
- computationally efficient
- open source
- classification algorithm
- significant improvement
- lower bound
- optimal solution
- synthetic and real world data sets