<p>Lower ΔAIC values indicate better model fits (best model = 0). ΔAIC <2 indicates substantial support that the model in question is the best model; ΔAIC >10 indicates essentially no support <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0102367#pone.0102367-Burnham1" target="_blank">[53]</a>.</p
<p>Same as <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1004519#pcbi.1...
<p><b>a</b>: Each column represents a subject, divided by test group (all datasets include a Gaussia...
<p>For the tested models described in <a href="http://www.plosone.org/article/info:doi/10.1371/journ...
<p>Note: ΔAIC is the difference in AIC value between the top ranked model and the given model. Small...
<p>Lesser values indicate better model fit. According to all criteria the modified Mathews et al. (1...
<p>(A) We compared the ‘Reward T’ (lowest WAIC) model WAIC score to the other models by examining th...
<p>The results for four model versions (standard = TE + NTE, Eq (<a href="http://www.plosone.org/art...
<p>The correspondence with the different sections of <a href="http://www.plosone.org/article/info:do...
<p>The relative measure of model performance, i.e. the per-bin log-likelihood Δ<i>p</i> (see <a href...
<p>(A) We compared the ‘Reward T’ model to all the other models by examining the paired differences ...
<p>∆<sub>i</sub> = difference in AIC<sub>c</sub> from best-fitting model; ω<sub>i</sub> = Akaike wei...
<p><b>NP</b>: number of parameters. Branch numbers refer to the branches from the tree in <a href="h...
<p>Comparison prediction accuracy of model with <i>p</i> = 1000 and <i>p</i> = 200.</p
<p>Comparison between the present study’s model and the previous Chang et al. [<a href="http://www.p...
<p>As described in the results, we assessed each model’s prediction accuracy by calculating the mean...
<p>Same as <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1004519#pcbi.1...
<p><b>a</b>: Each column represents a subject, divided by test group (all datasets include a Gaussia...
<p>For the tested models described in <a href="http://www.plosone.org/article/info:doi/10.1371/journ...
<p>Note: ΔAIC is the difference in AIC value between the top ranked model and the given model. Small...
<p>Lesser values indicate better model fit. According to all criteria the modified Mathews et al. (1...
<p>(A) We compared the ‘Reward T’ (lowest WAIC) model WAIC score to the other models by examining th...
<p>The results for four model versions (standard = TE + NTE, Eq (<a href="http://www.plosone.org/art...
<p>The correspondence with the different sections of <a href="http://www.plosone.org/article/info:do...
<p>The relative measure of model performance, i.e. the per-bin log-likelihood Δ<i>p</i> (see <a href...
<p>(A) We compared the ‘Reward T’ model to all the other models by examining the paired differences ...
<p>∆<sub>i</sub> = difference in AIC<sub>c</sub> from best-fitting model; ω<sub>i</sub> = Akaike wei...
<p><b>NP</b>: number of parameters. Branch numbers refer to the branches from the tree in <a href="h...
<p>Comparison prediction accuracy of model with <i>p</i> = 1000 and <i>p</i> = 200.</p
<p>Comparison between the present study’s model and the previous Chang et al. [<a href="http://www.p...
<p>As described in the results, we assessed each model’s prediction accuracy by calculating the mean...
<p>Same as <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1004519#pcbi.1...
<p><b>a</b>: Each column represents a subject, divided by test group (all datasets include a Gaussia...
<p>For the tested models described in <a href="http://www.plosone.org/article/info:doi/10.1371/journ...