Species Identification Using Part of DNA Sequence: Evidence from Machine Learning Algorithms.
Taha AlhershSamir Brahim BelhaouariHamada R. H. Al-AbsiAbdullah AlorainyBelloui BouzidPublished in: EAI Endorsed Trans. Future Intell. Educ. Environ. (2016)
Keyphrases
- machine learning algorithms
- dna sequences
- genomic sequences
- plant species
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- tandem repeats
- dna computing
- learning problems
- predictive accuracy
- human genome
- dna sequencing
- machine learning methods
- gene structure prediction
- random forests
- binding sites
- machine learning approaches
- problems in computational biology
- sequence patterns
- gene prediction
- coding regions
- protein families
- motif discovery
- learning models
- input features
- statistical machine learning
- learning tasks
- training data
- data mining
- machine learning models
- real world
- standard machine learning algorithms
- homo sapiens