Comparison of accuracy level K-Nearest Neighbor algorithm and support vector machine algorithm in classification water quality status.
Amri DanadesDevie Pratama SubiyantiDian AnggrainiDiny AnggrianiPublished in: ICSET (2016)
Keyphrases
- support vector machine
- classification algorithm
- high accuracy
- accuracy rate
- classification method
- support vector machine svm
- preprocessing
- computational cost
- classification accuracy
- nearest neighbor algorithm
- computational complexity
- learning algorithm
- k nearest neighbor
- classification rate
- optimal solution
- generalization ability
- roc curve
- knn
- detection algorithm
- machine learning
- feature reduction
- multi class classification
- optimal parameters
- knn algorithm
- high classification accuracy
- soft margin
- decision forest
- induction algorithms
- feature selection
- decision trees
- feature extraction
- class labels
- image classification
- support vector
- expert systems