Sentence examples for best existing algorithm in from inspiring English sources
We evaluated a number of recent and popular subspace clustering algorithms (see next subsection) and identified HARP [ 13] as the best existing algorithm in terms of subspace clustering accuracy (SCE), clusters coverage (CI) and correct number of clusters (DNC) (refer to Methods: Performance measures).
They found that it performed far better than the best existing algorithms in each case.
Not all studies (Mitra et al., 2009) clearly report the complete seizure etiology and GA of babies in the dataset used such as, whether the seizures are secondary to e.g. hypoxic ischemic encephalopathy or whether the dataset consists of full-term or pre-term babies – it complicates the selection of the best existing algorithm for a designated group of patients in NICU.
Last but not least, not all studies (Mitra et al., 2009) clearly report the complete etiology and gestational age (GA) of the babies used in the dataset and do not include seizure etiology e.g. hypoxic ischemic encephalopathy or whether the dataset consists of full-term or pre-term babies – this complicates the selection of the best existing algorithm for a designated group of patients in NICU.
To the best of our knowledge there are no existing algorithms in the literature for matchmaking and scheduling on a cloud/cluster subjected to an open stream of workflows, each of which is characterized by general precedence relationships among its constituent tasks and a deadline for completion.
It should be noted that if comparing existing algorithms in the Desmedt dataset, ITI showed the second best results (in terms of accuracy) and GGI ranked third.
The algorithms further enrich existing algorithms in a biological context.
By contrast, we show that the previous best existing algorithms designed with similar settings stabilize in a non-polynomial number of steps in the worst case.
The proposed algorithm is compared with one of the best existing routing algorithms, GRAB.
And the work doesn't stop with the existing algorithm: It is honed and refined in a continuous improvement process.
