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See Appendix "Attribute selection based on the information gain method" for information on the numbers of selected attributes and the attributes with highest information gain value.
A summary of selected attributes appears in Table 1.
Table 6 Relative importance of selected attributes R.I.
The number of selected attributes for JM1 is increased by one compared to the best first as well.
Additionally, we present in the column "#Selected" the number of selected attributes out of the number of total attributes entered for each test setting.
The comparison between different weighting algorithms for the type and number of selected attributes in the formation of hyperaccumulator P1-ATPase pumps is shown in Table 1.
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The process of selecting attributes for inclusion in choice experiments frequently involves qualitative methods such as focus groups and interviews.
According to Lancaster's random utility theory (Lancaster [1966]), the utility of the i th consumer U i (i = 1,.,I) derived from the j th product alternative (out of a choice set of C) is a function of the selected attributes of alternative j: U ij = β x ij + ε ij (1).
Respondents rated the intensity, frequency, or evaluation of the selected attributes of QOL during the previous 2 weeks on a 5-point Likert-response scale.
Partial-profile choice-based conjoint analysis study, using a self-complete questionnaire containing 10 choice tasks, each presenting two scenarios based on a combination of three out of six selected attributes.
However, the performances of these methods depend to some extent on their main parameter, the number K of randomly selected attributes at each node of one tree.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com