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The former dataset, which excludes many types of green spaces (such as arable land, private and informal green spaces), is still the most commonly used.
This is because of the survey questions available only in the former dataset.
The latter dataset is a slightly extended version of the former dataset.
We employ datasets 4 and 5 where the former dataset (relatively smaller) is for Brute Force and the latter dataset is for Branch and Bound.
As illustrated in this figure, the relative performance of the forecasting methods with respect to AE and MdoAE in the experiments using the latter dataset is mostly similar to the one in the experiments using the former dataset.
In the former dataset, both the averaged and individual formation's thermal conductivity values for every well in the region where available are informed, whereas the latter only addressed the former type of thermal conductivity.
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It is expected that the rate of rejection of the null assumption will be close to 5% (because the former datasets are simulated with a Rasch model).
By calculating the diversity index (DI) [29] of active and inactive molecules, using the PubChem fingerprints for the AR agonist dataset, it can be noticed that the DI of active compounds is 0.50, which is relatively less than the inactive DI of 0.66 though the number of former dataset is largely less than the latter.
For the rest of this article, we will refer to the latter as 'DS1-bolon' whilst the former metabolomics dataset will be referred to as 'DS1-sys 'DS1-sys X
For example, one author told us that the reported p value was based on one dataset and that the test statistic and df were based on a different, former dataset, which contained an incorrect value.
Due to these computational limitations, we performed stringent analyses by Bayesian testing of alternate topologies on the former dataset, represented in Figure 2 and Table 1 (see below).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com