A New Classification Algorithm and a New Oversampling Method of Mapping Common Data Elements to the BRIDG Model.
Shengyu LiYulong HuangMohan Vamsi KasukurthiJiajie YangDongqi LiGuanhuan YangJingwei LinShaobo TanDavid BourrieBin MaGlen M. BorchertJingshan HuangPublished in: BIBM (2021)
Keyphrases
- classification algorithm
- classification method
- input data
- prior knowledge
- test data
- statistical methods
- support vector machine
- data sets
- dimensional vector
- training phase
- k nearest neighbor
- probabilistic model
- probability distribution
- data analysis
- knn
- database
- naive bayes
- training data
- learning algorithm
- knowledge discovery
- accurate classification
- high dimensional
- support vector machine svm
- similarity measure
- classification rules
- training set
- bayesian methods
- concept drift
- machine learning
- information retrieval
- unsupervised learning
- feature space
- maximum likelihood
- nearest neighbor
- multi class
- data points