A Comparative Analysis of SVM, Naive Bayes and GBDT for Data Faults Detection in WSNs.
Ye YuanShouzheng LiXingjian ZhangJianguo SunPublished in: QRS Companion (2018)
Keyphrases
- naive bayes
- training data
- data sets
- cost sensitive
- logistic regression
- decision trees
- data analysis
- attribute dependencies
- bayesian networks
- naive bayes classifier
- labeled data
- text classification
- real valued
- noisy data
- classification algorithm
- support vector machine svm
- text categorization
- model selection
- support vector machine
- data points
- probabilistic model
- prior knowledge
- pairwise
- feature space
- support vector
- feature selection