An Ensemble Approach of CNN and SVM for Precise Classification of Sweet Corn Leaf Diseases.
Deepak BanerjeeVinay KukrejaVikrant SharmaManika ManwalVarun JindalPublished in: ICCCNT (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification method
- feature selection
- classification algorithm
- feature vectors
- generalization ability
- classification accuracy
- svm classification
- improves the classification accuracy
- feature extraction
- feature space
- machine learning
- pattern classification
- partially supervised
- rule based classifier
- pattern recognition
- training set
- text classification
- convolutional neural network
- fuzzy support vector machine
- k nearest neighbor
- decision boundary
- indoor outdoor
- neural network
- decision trees
- support vector machine classifiers
- multi class classification
- hyperplane
- knn
- image classification
- document classification
- classification models
- high classification accuracy
- training data
- unbalanced data
- kernel methods
- supervised learning
- logistic regression
- kernel function