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Hence, the pair CDE-PD (with variable threshold design) outperforms by far the rest of the studied strategies.
We see clearly from these figures that our proposed method outperforms by far the FAPI-TLS-ESPRIT method when the number of sources increases.
For example, for precision-oriented crawls in lower threshold t values, methods 10 and 11 provide reliable results, whereas for recall-oriented crawls, method 2 outperforms by far the rest of the methods; however, this high recall value comes with a significant cost in terms of time performance.
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The forecast combinations also present improved empirical evidence, with Kalman Filters outperforming by far its benchmarks.
The obtained results outperform by far the existing methods both in quality and in speed (the ours need around 1 second for a 512 × 512 image on Matlab).
In fact, both versions of the new technique outperform by far, in terms of estimation accuracy, the RM estimator with an advantage for version II over version I (the advantage of exploiting the Toeplitz structure is now clearer).
Prominently, the main advantage of the new AF-based method is that it succeeds in accurately estimating the DOAs from short data snapshots and even from a single snapshot outperforming by far the state-of-the-art techniques both in DOA estimation accuracy and computational cost.
As one major outcome, we present particular combinations of PG generation and TR strategies which yielded superior results in diverse benchmark tests outperforming by far the two original approaches.
As in the past, girls outperformed boys by far, most decisively at the eighth-grade level, where 41percentt of them achieved proficiency, compared with 20percentt of boys.
Female students outperformed males by far (close to 30% in English for females to be compared with approximately 13% for males; in Maths, 12% and 9% respectively).
They found that under the assumption of either few common or few rare quantitative trait loci, a Bayesian variable selection model (BayesB) outperforms ridge regression by far.
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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