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The most important selected disciplines to improve the mass and energy characteristics of SLS are propulsion and structure.
The most important selected descriptors are topological which can capture the variance in the retention times what related to the size and shape of the molecules.
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The Labour leader, Ed Miliband, attacked Cameron for flying out on a scheduled visit to South Africa just as parliament was about to stage some of the most important select committee hearings in modern times.
The 89 most important descriptors selected using variable importance calculated by random forests were individually analyzed.
Table containing the 89 most important descriptors selected using variable importance calculated by random forests.
Because of the randomness inherent to RF, such as random bootstrapping of the data and random selection of the predictor variables for splitting, the most important variables selected by RF would be different from each run.
Table 2 lists the top 20 most important genes selected from the 1000-gene data set by each of the three feature selection methods.
From 11 input candidates, the most important and selected input variables were pH, temperature, water discharge, sodium, and sum of calcium and magnesium.
The most important descriptors selected by the three methods are very different between each other, however the descriptor average molecular weight (AMW) appears as important to both genetic algorithms and variable importance calculated by random forests.
The fourth most important cue selected by 15.8% of the respondents was the smell of a product which they used to find out whether it would contain harmful substances.
For this reason we considered these proteins most important and selected them for further and more detailed analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com