Supervised learning is an accurate method for network-based gene classification.
Renming LiuChristopher A. MancusoAnna YannakopoulosKayla A. JohnsonArjun KrishnanPublished in: Bioinform. (2020)
Keyphrases
- training data
- supervised learning
- classification accuracy
- support vector machine
- training samples
- training set
- decision trees
- unsupervised learning
- classification method
- accurate classification
- learning algorithm
- labeled data
- classification process
- clustering method
- high accuracy
- pattern classification
- machine learning
- preprocessing
- support vector machine svm
- benchmark data sets
- highly accurate
- dna microarray data
- classification procedure
- completely automatic
- neural network
- objective function
- classification rate
- classification scheme
- roc curve
- pattern recognition
- machine learning methods
- classification algorithm
- decision rules
- segmentation method
- detection method
- significant improvement