1D convolutional neural networks-based soil fertility classification and fertilizer prescription.
Sujatha MJaidhar C. D.Mallikarjuna LingappaPublished in: Ecol. Informatics (2023)
Keyphrases
- convolutional neural networks
- classification accuracy
- classification models
- pattern recognition
- image classification
- object classification
- pattern classification
- classification rules
- classification algorithm
- support vector machine svm
- feature vectors
- machine learning
- preprocessing
- classification systems
- automatic classification
- document classification
- feature selection
- decision trees
- multiscale
- cross validation
- support vector
- supervised learning
- nearest neighbor
- image registration
- training samples
- feature extraction
- text classification
- data sets
- supervised classification
- training set
- classification process
- data mining