All 3 models could predict concepts significantly above chance (50%) from 50 ms lasting until 600 ms (all qs < 0.05 FDR, Wilcoxon signed-rank tests), with an initial maximum in classification accuracy between 70 and 160 ms and a maximum 85% accuracy (HMaxC1-only: 83%, 110 ms; HMax: 85%, 120 ms; HMax + SemFeat: 84%, 110 ms; Fig. 3).
A statistical comparison of classification performance over time showed the model including semantic information was significantly better able to predict concepts than both the HMaxC1-only and HMax models between 190 and 600 ms (all qs < 0.05 FDR, Wilcoxon signed-rank tests).
As predicted, the concept of physician influence is clearly important in this context of educating and counselling patients and potentially it is at this level of initial contact between physician and patient when interventions designed to increase knowledge about HPV and cervical cancer might be best implemented.
Table 2 displays the predicted annotation concepts and their frequencies.
For the subtask B, the system had to output lines that contained predicted GO concepts, given a paper ID and a gene ID.
But some countries and policy makers are predicting our concept of citizenship will soon be stretched even further — that we will go from Dr. Wang's seagulls to thinking of countries as virtual, rather than physical, communities.
But Lynne Martin predicts the concept is bound to catch on more widely.
Using 8 studies, covering 22 different cognitive concepts, Poldrack et al.[ 29] were able to predict the concepts involved from activation images in unseen subjects.
He took the shootaround with him to his first coaching jobs in the A.B.L. and the A.B.A., but many predicted that the concept would not work in the N.B.A., especially with a team of veteran stars like the Lakers.
Molecules that contain unpaired electrons are attracted to a magnet and are called paramagnetic; the state of pairing or unpairing of electrons in metal complexes is correctly predicted from the concept of orbital splitting.
