IoT-based Urban Noise Identification Using Machine Learning: Performance of SVM, KNN, Bagging, and Random Forest.
Yasser AlsoudaSabri PllanaArianit KurtiPublished in: COINS (2019)
Keyphrases
- knn
- random forest
- machine learning
- k nearest neighbor
- decision trees
- ensemble methods
- random forests
- support vector machine svm
- nearest neighbor
- random subspace
- support vector machine
- feature selection
- feature set
- machine learning methods
- text classification
- rotation forest
- classification algorithm
- text categorization
- k nearest neighbour
- imbalanced data
- knn algorithm
- base classifiers
- machine learning algorithms
- ensemble learning
- multi label
- majority voting
- ensemble classifier
- generalization ability
- decision tree learning algorithms
- svm classifier
- text mining
- natural language processing
- learning algorithm
- fold cross validation
- semi supervised learning
- classification method
- data sets
- prediction accuracy
- subspace methods
- image classification
- training data
- data mining