Sentence examples similar to based on cost sensitive from inspiring English sources
It is also possible to combine several classifiers into ensembles [26], by modifying or adapting the combination of the algorithm itself of ensemble learning and any of the techniques described above, namely at the data level or by algorithmic approaches based on cost-sensitive learning [27].
A pre-miRNA classification method based on cost-sensitive ensemble learning is proposed and referred to as MiRNAClassify.
We propose a pre-miRNA classification method based on cost-sensitive ensemble learning and refer to it as MiRNAClassify.
A new method based on cost-sensitive and ensemble learning (MiRNAClassify) was developed to classify the imbalanced real and pseudo pre-miRNAs.
Therefore, we proposed a classification method based on cost-sensitive and ensemble learning, which completely exploits the class imbalance factor and the cost factor of different categories.
The algorithm of classification of the real/pseudo pre-miRNAs based on cost-sensitive ensemble learning is illustrated in Algorithm 1.
Highway alignment optimization based on cost minimization requires comprehensive formulation of costs sensitive to alignment and development of efficient solution algorithms.
