<p>In this test our input data have the dimension and the number of input objects/vectors . <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0074113#pone-0074113-g007" target="_blank">Figure 7(a)</a> shows the performance vs. <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0074113#pone.0074113-Garcia1" target="_blank">[23]</a>. <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0074113#pone-0074113-g007" target="_blank">Figure 7(b)</a> shows the performance vs. <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0074113#pone.0074113-Arefin1" target="_blank">[24]</a>. As increases, the total performance gain asymptotically approaches that of matrix multiplicati...
*<p>See <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0050425#s2" target="_b...
<p><b>A.</b> An example of the variations of the error (blue) and the noiseless error (red) with the...
<p><b>(a)</b> Left panel—for each subject in the EXE+OBS group, we calculated the ratio between virt...
<p>In this test our input data has the number of closest neighbors and the number of input objects/...
<p>Here the benchmark is comparing the speedup of selecting element vs selection of -NN using our a...
<p>(a) Relative gain of adjusted error rates over ‘Raw’ data <a href="http://www.plosone.org/article...
<p>The x-axis shows the computational time while the y-axis shows the accuracy, measured as <i>ℓ</i>...
<p>partis performance as measured by Hamming distance between inferred and true naive sequences when...
<p><b>A.</b> Curves compare average performance of models of varying complexity as a function of the...
<p>These tests were performed for elements that contained both values and indices. In this benchmark...
<p>Mean difference in performance (%) for high-demand problems, as a function of experimental condit...
<p>Performance for all classification algorithms over all peak picking and peak clustering algorithm...
Comparison of performance obtained by our approach with other state-of-the-art algorithms.</p
<p>In this test we used a data set with . We achieve a performance speedup that is slightly below li...
<p>Plots show correct rates versus number of known appearances for various combinations of word simi...
*<p>See <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0050425#s2" target="_b...
<p><b>A.</b> An example of the variations of the error (blue) and the noiseless error (red) with the...
<p><b>(a)</b> Left panel—for each subject in the EXE+OBS group, we calculated the ratio between virt...
<p>In this test our input data has the number of closest neighbors and the number of input objects/...
<p>Here the benchmark is comparing the speedup of selecting element vs selection of -NN using our a...
<p>(a) Relative gain of adjusted error rates over ‘Raw’ data <a href="http://www.plosone.org/article...
<p>The x-axis shows the computational time while the y-axis shows the accuracy, measured as <i>ℓ</i>...
<p>partis performance as measured by Hamming distance between inferred and true naive sequences when...
<p><b>A.</b> Curves compare average performance of models of varying complexity as a function of the...
<p>These tests were performed for elements that contained both values and indices. In this benchmark...
<p>Mean difference in performance (%) for high-demand problems, as a function of experimental condit...
<p>Performance for all classification algorithms over all peak picking and peak clustering algorithm...
Comparison of performance obtained by our approach with other state-of-the-art algorithms.</p
<p>In this test we used a data set with . We achieve a performance speedup that is slightly below li...
<p>Plots show correct rates versus number of known appearances for various combinations of word simi...
*<p>See <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0050425#s2" target="_b...
<p><b>A.</b> An example of the variations of the error (blue) and the noiseless error (red) with the...
<p><b>(a)</b> Left panel—for each subject in the EXE+OBS group, we calculated the ratio between virt...