Reordering Genomic Sequences for Enhanced Classification via Compression Analytics.
Christina L. TingRenee GoodingRichard V. Field Jr.Jacob CaswellPublished in: ICMLA (2019)
Keyphrases
- genomic sequences
- decision trees
- classification accuracy
- pattern classification
- feature extraction
- pattern recognition
- classification algorithm
- classification method
- classification scheme
- machine learning
- support vector
- case study
- supervised learning
- data mining
- classification models
- data compression
- predictive modeling
- text classification
- image classification
- neural network
- image compression
- class labels
- data management
- knowledge discovery
- compression ratio
- feature vectors
- dna sequences
- feature space
- automatic classification
- bayesian networks
- feature selection