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The phrase "a smooth decision" is correct and usable in written English.
It can be used to describe a decision-making process that is easy, straightforward, or without complications.
Example: "After discussing the options thoroughly, we reached a smooth decision that satisfied everyone involved."
Alternatives: "an easy decision" or "a seamless decision".
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The focus of the working groups is to assemble the evidence needed for a policy formulation and ensure systems are in place for a smooth decision-making process.
Mutually suspicious relations between the prime minister's aides, government bureaucrats and company officials obstructed smooth decision-making.
Bearing in mind that amending budgets are frequently focused on specific and sometimes urgent issues, the institutions agree on the following principles to ensure appropriate interinstitutional cooperation for a smooth and swift decision-making process for amending budgets while avoiding, as far as possible, having to convene a conciliation meeting for amending budgets.
Similar to the case of DFA classifiers, the performance here (for the smoothed decision echoes) was not as good as that achieved by using a dolphin signal.
Next, we re-tested classification performance with the new smoothed decision rules that should contain more meaningful features.
The smoothed decision echoes however (see Materials and Methods) still enable highly significant classification performance (t-test, Table 3) and reveal salient structures that could imply a meaningful decision rules.
Moreover, the high performance of the smoothed decision echoes (see Results) implies that the temporal resolution can be reduced without harming classification much.
The smoothed decision echoes (Figure 2) depicting the rules learned by the classifier, are characterized by clear hyper and hypo-intensity blob-like structures that represent areas in the spectral-temporal representation of the echoes that are important for classification.
These rules, as appear in the smoothed decision echoes, seem to contain both temporal and spectral features which cover the entire spectral-temporal range of the echoes (Figure 2B&C).
The results for the smoothed decision echoes are given in Tables 3 and 4. The Results for the noise sensitivity test are given in Tables 5 and 6 and the performance for the principle component analysis resampled data were still high above change level in most cases (last row in Tables 5 and 6).
As in the dolphin case, the smoothed decision echoes of these classifiers perform very well (t-test, Table 4) and show clear structures that seem to contain both temporal and spectral cues which cover the entire spectral-temporal range of the echo (Figure 2D&E).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com