Improved k-NN Regression Model Using Random Forests for Air Pollution Prediction.
Siddharth SharmaL. Rajya LakshmiPublished in: SmartNets (2023)
Keyphrases
- regression model
- knn
- random forests
- air pollution
- prediction model
- k nearest neighbor
- linear regression model
- regression trees
- ensemble methods
- prediction accuracy
- random forest
- nearest neighbor
- text categorization
- logistic regression
- k nearest neighbour
- decision trees
- regression methods
- air quality
- machine learning algorithms
- model selection
- feature selection
- gaussian process
- support vector machine svm
- neural network
- nearest neighbour
- regression problems
- text classification
- classification accuracy
- learning algorithm
- benchmark datasets
- data sets
- naive bayes
- genetic algorithm