Sentence examples for dataset example from inspiring English sources

Horizontal grouping means to group the dataset example.

Table 4 UCI dataset used in the experiment Dataset Example no.

For the dataset example, the chosen mutation rate was set at 0.0025, a value similar to that used by Meuwissen et al. [ 5], allowing a high probability of polymorphic marker loci.

In the Alzheimer dataset example we extend this concept to the pathway level and show that, by comparing the pathway network of healthy versus diseased individuals we can spot pathway connections that consistently change in Alzheimer patients.

Additionally, there were no mixed perpetrators described in this dataset (example: a civilian perpetrator and a military perpetrator implicated in the same rape or mixed armed groups implicated in the same rape), thus each perpetrator code is exclusive.

Using synthetic and real dataset examples, we demonstrate significant performance improvement of classification algorithms constructed for these datasets with correspondingly augmented features.

Whereas earlier testing [2, 3] was performed on single dataset examples, this talk presents the largest and fullest test of the method.

Although, a very strong correlation of training dataset examples and its dipeptides seems to be present, but as compared to PCA of AAC, a better partitioning of feature (dipeptides) among positive and negative examples of the training dataset was observed.

We compute the predictive accuracy of each SVM as the ratio of number of correctly classified samples to the number of test dataset examples.

In the same context, the redox coupling ascorbate-glutathione cycle, known to be responsible for peroxide detoxification [ 46], was repressed by 6 hpi in the kumquat dataset; examples include dehydroascorbate reductase (KSLRI1-F02) and glutathione peroxidase (KLLFII3-G07).

Our application to a three-dataset example (Section 4.3) demonstrated that requiring agreement across multiple datasets of different types can enable us to identify clusters of genes with increasingly specific shared characteristics.