Mining Influential Training Data by Tracing Influence on Hard Validation Samples.
Qikai ZhangFan ZhangSamee U. KhanPublished in: ICTAI (2022)
Keyphrases
- training data
- training set
- training samples
- data sets
- test data
- sample selection
- data samples
- training examples
- training dataset
- itemsets
- decision trees
- web mining
- data mining
- representative set
- training process
- class labels
- classification accuracy
- mining algorithm
- learning algorithm
- domain knowledge
- noisy data
- input data
- data analysis
- number of training samples
- social networks
- sample set
- sample points
- training instances
- website
- factors influencing
- social influence
- data mining algorithms
- test set
- classification models
- labeled data
- data mining methods
- supervised learning
- pattern mining
- sequential patterns
- frequent itemsets
- support vector machine