Species Identification Using Part of DNA Sequence: Evidence from Machine Learning Algorithms.
Taha AlhershSamir Brahim BelhaouariHamada R. H. Al-AbsiAbdullah AlorainyBelloui BouzidPublished in: BICT (2015)
Keyphrases
- machine learning algorithms
- dna sequences
- genomic sequences
- plant species
- benchmark data sets
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- learning problems
- predictive accuracy
- dna computing
- human genome
- tandem repeats
- gene structure prediction
- coding regions
- random forests
- binding sites
- sequence patterns
- learning tasks
- dna sequencing
- gene prediction
- standard machine learning algorithms
- machine learning approaches
- machine learning systems
- input features
- motif discovery
- machine learning models
- protein families
- data sets
- protein coding regions
- regulatory elements
- real world
- learning models