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In a Chinese dataset (samples from patients with gastric cancer), although Helicobacter was found to be absent, Wolinella (another member of the Helicobacteraceae family) was seen to be dominated and acted as the hub of the network, suggesting its capability to function like Helicobacter.
Table 1 Datasets' characteristics Dataset # samples (Questionnaires) # samples in the training set # samples in the test set # parties modelled Cypriot 1,897 1,138 759 7 German 5,180 3,108 2,072 7 Greek 26,243 15,746 10,497 9.
We define X k as a hidden random state vector associated to a joint distribution between features and labels of dataset samples at an iteration k and Z k a random measure vector associated to information extracted from the target video sequence.
Differently from the work developed in [25 28], which treated equally the dataset samples, or from the work of Wang et al. [16, 17], which integrated the confidence-score associated to the sample in the training function of the classifier, we utilize the SIR algorithm.
Dataset samples were randomly chosen with replacement and assembled into bootstrap datasets.
In this dataset, samples have information of 15,488 spots per array, with a total of 7,700 unique cDNAs represented.
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We put a small dataset sampled from Caltech face and motorbike images by which you can examine the code.
Predictivity analysis suggests good generalization of the model development methodology through robustness to dataset sampling in cross-validation.
Figure 8 CLEAR [22]evaluation dataset sample.
It looks for the most possible distribution pattern of SFS under the constraints of given demographic parameter set that fits the real dataset sampled from the population.
Two separate MCMC chains were run for 108 generations for each dataset, sampled every 10,000th generation.
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