Combining SMOTE Sampling and Machine Learning for Forecasting Wheat Yields in France.
Amine ChemchemFrançois AlinMichaël KrajeckiPublished in: AIKE (2019)
Keyphrases
- machine learning
- imbalanced data
- random sampling
- imbalanced data sets
- machine learning algorithms
- decision trees
- artificial intelligence
- computer science
- minority class
- short term
- feature selection
- data analysis
- knowledge acquisition
- computer vision
- learning tasks
- machine learning methods
- data mining
- inductive learning
- pattern recognition
- text classification
- natural language processing
- class distribution
- importance sampling
- supervised learning
- learning algorithm
- imbalanced datasets
- majority class