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With such criteria in mind, it should be possible continuously to construct classification schemes that illuminate humanity's religious history.
The evolutionary process is conducted to construct classification rules using only relevant attributes, avoiding noisy and redundant data information.
In this study, this information was also employed to construct classification features.
We used the same strategy to construct classification rules for gene pairs.
Therefore, the method has to construct classification rules that still work with data different from the initial training data.
We then construct classification models based on SVM and ADtree to separate intra-family binding and non-binding domains.
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RF is a recent variant of the regression tree approach, which constructs classification rules by recursively partitioning the observations into smaller groups based on a single variable at a time.
(The constructed classification trees are shown in Additional file 2).
In the present study, we will focus on constructing classification trees only.
In the next step testing of each constructed classification tree was performed with the "leave-one-out" method.
Although four model standing water biofilms are recognised as flowing water biofilms, the constructed classification tree provides a correct classification of 100% for the test samples (Table 2).
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