Randomized Machine Learning Algorithms to Forecast the Evolution of Thermokarst Lakes Area in Permafrost Zones.
Yu. A. DubnovAlexey Y. PopkovV. Yu. PolishchukEthan S. SokolA. V. Mel'nikovYu. M. PolishchukYuri S. PopkovPublished in: Autom. Remote. Control. (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning
- learning algorithm
- machine learning methods
- learning problems
- decision trees
- predictive accuracy
- machine learning approaches
- random forests
- machine learning systems
- learning tasks
- input features
- neural network
- learning models
- short term
- training data
- decision tree learners
- general purpose
- feature selection
- data sets