Investigating Reliability Of Machine Learning Results Depending On A Method And The Feature Pre-Processing - The Case Of E-Customer Session Classification.
Jacek IwanskiGrazyna SuchackaPublished in: ECMS (2024)
Keyphrases
- preprocessing
- machine learning
- classification method
- support vector machine
- classification accuracy
- machine learning methods
- feature set
- classification process
- feature selection
- clustering method
- support vector machine svm
- classification algorithm
- detection method
- classification scheme
- feature vectors
- machine learning algorithms
- decision trees
- pattern recognition
- decision rules
- unsupervised learning
- model selection
- pattern classification
- significant improvement
- similarity measure
- benchmark data sets
- input features
- data pre processing
- neural network
- redundant features
- statistical methods
- dimensionality reduction
- high accuracy
- supervised learning
- probabilistic model
- active learning
- feature extraction
- data mining