Effects of data preparation, training and testing choices on classifier performance: Case study in ship classification.
Elan SharghiPeter ThungJane BerkArne OdlandShibin ParameswaranPublished in: AIPR (2021)
Keyphrases
- data preparation
- case study
- preprocessing
- supervised learning
- knowledge discovery
- training set
- machine learning
- data pre processing
- classification algorithm
- support vector
- data mining
- training process
- classification accuracy
- decision trees
- class labels
- data quality
- text classification
- training examples
- feature vectors
- web usage mining
- feature extraction
- support vector machine
- naive bayes
- website
- classification rules
- high dimensionality
- information retrieval
- data analysis