Sentence examples for for novel data from inspiring English sources

Moreover, GASS outperforms other existing methods in both the leave-one-out cross validations and the independent test for novel data.

The high rate of these injuries demonstrates a need for novel data collection methodologies.

Different from the traditional machine learning model for single target, the learned function has the generalized ability for novel data prediction.

Along with the HCP, there is discussion and testing being conducted for comparing MRIs to histological data to help validate MRI data, to help create the connectivity map of the brain and offer more power to the datasets being created for novel data mining.

All classifiers were embedded within a leave-one-out cross-validation (LOOCV) framework to estimate the generalisation performance of each classifier for novel data points.

Importantly, the paradigm is also easily expandable and flexible; if new codes or concepts are necessary for novel data not yet covered by the current vocabulary, they can be easily generated, defined, and integrated into the paradigm.

Secondly, they provide hierarchical organisation so that such aggregation can be performed at different levels for novel data-driven scientific discovery.

The extensive databases of biological information create both challenges and opportunities for developing novel data mining methods.

Finally, PROFESS provides a great opportunity as the source data for many recent novel data mining and data classification algorithms that are especially designed for large-scale biological data (59).

Our analysis confirms these findings for FLO11 regulation and provides novel data for FLO10 using cDNA from the same set of yeast strains.

For the two novel data sources, we also compared their CDFs after shifting with the original ones as shown in Figure 3.