Reducing overconfident errors in molecular property classification using Posterior Network.
Zhehuan FanJie YuXiang ZhangYijie ChenShihui SunYuanyuan ZhangMingan ChenFu XiaoWenyong WuXutong LiMingyue ZhengXiaomin LuoDingyan WangPublished in: Patterns (2024)
Keyphrases
- machine learning
- classification systems
- network model
- classification method
- support vector machine svm
- training samples
- classification accuracy
- feature vectors
- support vector
- feature extraction
- three dimensional
- pattern classification
- complex networks
- automatic classification
- supervised learning
- text classification
- classification scheme
- feature selection
- pattern recognition
- decision trees
- data sets
- classification algorithm
- class probabilities
- classification models
- dna computing
- interaction networks
- classification rules
- decision rules
- class labels
- benchmark datasets
- sensor networks
- support vector machine
- probability distribution
- probabilistic model