Inclusion of fractal dimension in four machine learning algorithms improves the prediction accuracy of mean weight diameter of soil.
Abhradip SarkarPragati Pramanik MaityMrinmoy RayDebashis ChakrabortyBappa DasArti BhatiaPublished in: Ecol. Informatics (2023)
Keyphrases
- prediction accuracy
- machine learning algorithms
- fractal dimension
- predictive accuracy
- benchmark data sets
- texture analysis
- learning algorithm
- fractal analysis
- machine learning
- decision trees
- machine learning methods
- box counting
- improve the prediction accuracy
- fractal dimensions
- ensemble methods
- machine learning approaches
- predictive power
- learning problems
- random forests
- logistic regression
- standard machine learning algorithms
- multi fractal
- learning models
- user ratings
- neural network
- machine learning models
- object recognition
- image processing