A New Computational Algorithm for Assessing Overdispersion and Zero-Inflation in Machine Learning Count Models with Python.
Luiz Paulo Lopes FáveroAlexandre DuarteHelder Prado SantosPublished in: Comput. (2024)
Keyphrases
- machine learning
- learning algorithm
- computational complexity
- experimental evaluation
- computational cost
- computationally efficient
- improved algorithm
- machine learning algorithms
- parameter estimation
- probabilistic model
- linear programming
- times faster
- expectation maximization
- simulated annealing
- similarity measure
- preprocessing
- optimal solution
- object oriented
- significant improvement
- bayesian framework
- model selection
- theoretical analysis
- neural network
- learning models
- recognition algorithm
- statistical methods
- convex hull
- tree structure
- reinforcement learning
- detection algorithm
- optimization algorithm
- search space
- text classification
- input data
- data sets
- open source
- worst case
- least squares