Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation.
Hanna MeyerChristoph ReudenbachTomislav HenglMarwan KaturjiThomas NaussPublished in: Environ. Model. Softw. (2018)
Keyphrases
- machine learning models
- spatio temporal
- feature selection
- spam filtering
- machine learning
- machine learning algorithms
- machine learning approaches
- text categorization
- learning models
- text classification
- support vector
- predictive model
- feature space
- knn
- unsupervised learning
- feature subset
- data sets
- feature extraction
- feature set
- support vector machine
- learning problems
- dimensionality reduction
- moving objects