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This procedure performs better than its basic version (no memory, not skewed).
It is found that this multi-stepped procedure performs better in fitting the data than a single-step protocol.
Overall, our allocation procedure performs better than a null model for urbanisation and rural abandonment at both resolutions, while it does worse when modelling agriculture conversion.
We have shown that the proposed optimization procedure performs better than the CommonConfig and MaximumFairness approaches such that VSN's power consumption per each node was balanced while the nodes' maximum power consumption is minimized.
In Section 4, we show that this Stable LASSO selection procedure performs better than simply choosing a small number of features (random selection) or choosing features based on their SVR weights (SVR selection) (see Fig. 7).
Therefore, if it is reasonable to state that the underlying process is either stationary or results in a linear drifting threshold, the relaxed procedure performs better than the tracking procedure.
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The results from our study indicate that: (1) the concurrent approach often found better solutions than the sequential one, and (2) with the proposed heuristic operators, the HGA procedure performed better than without them.
We present results from computational experiments on three different routing tasks, and we provide experimental evidence that our genetic local search procedure that combines LSA and PMX performs better than algorithms using either LSA or PMX only.
Results indicate that the current proposal performs better than the procedure that fixes the number of repeated classifications and classifies the examined item as conforming if most classifications were conforming.
However, a forward/backward selection procedure might perform better, although penalization methods would still be expected to be less greedy.
It also performs better.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com