Comparing Stochastic Gradient Descent and Mini-batch Gradient Descent Algorithms in Loan Risk Assessment.
Abodunrin AbdulGafar AdigunChika Yinka-BanjoPublished in: ICIIA (2021)
Keyphrases
- network security
- risk assessment
- stochastic gradient descent
- online algorithms
- loss function
- learning algorithm
- step size
- benchmark datasets
- alternating least squares
- random forests
- matrix factorization
- worst case
- least squares
- evolutionary algorithm
- machine learning algorithms
- convergence rate
- markov random field
- dimensionality reduction
- cost function
- training data
- information systems