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The null hypothesis tested in this method is random association of host and myzostomids.
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It is important to notice that, in the original paper, the evaluation method was random-partitioning and, based on the results presented in "Evaluation method", the baseline accuracy would be even lower when using the subject-wise cross-validation method.
Since these methods are random sampling approaches, a large enough number of tags have to be collected to deduce a statistically reliable portrait of the transcriptome, which can be converted to an absolute quantification data using an appropriate calibration.
The least restrictive method is the random generator (−c random) that assigns colors without regard for color proximity.
A weel-recognised tree ensemble method is the random forest[ 30], which infers different decision trees via resampling and randomization, producing an average prediction from all trees.
When the parameters are initialized randomly, the method is named Random, while when the parameters are initialized using an identity matrix, the method is named Identity.
Because the method is based on random chance, it was named after the famous Monaco casino.
Our method is based on random sampling of conformation space and subsequent local energy minimization.
The performance of the method is analyzed using random matrix theory and information theory.
Choice experiment (CE) method is consistent with random utility model (RUM).
The performance of the method is superior to random prediction.
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