Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification.
Jeyashree KrishnanZeyu LianPieter E. OomenXiulan HeSoodabeh MajdiAndreas SchuppertAndrew EwingPublished in: CoRR (2023)
Keyphrases
- high accuracy
- incremental learning
- unsupervised learning
- learning process
- learning algorithm
- supervised learning
- decision trees
- classification systems
- training set
- statistical learning
- classification algorithm
- data analysis
- classification scheme
- knowledge acquisition
- online learning
- feature extraction
- active learning
- prior knowledge
- pattern recognition
- feature vectors
- data sets
- multi category
- discriminative learning
- learning phase
- inductive inference
- preprocessing
- document classification
- support vector machine
- learning tasks
- classification method
- support vector
- feature selection
- classification accuracy