Finally, the basin stability is evaluated to systematically describe the occurring probability of certain locomotion behavior of the bistable system, which would provide useful guideline to the design and control of bistable vibration-driven locomotion systems.
where P d ⇀ is the occurring probability of the binary sequence d ⇀.
So, we should use less bits to source code those values with higher occurring probability, and more bits to source code those values with lower occurring probability.
For a uniform spatial density model, given an eruption occurs (probability across the whole region must sum to one), the spatial density at a point (γ(x)) is equal to 1/A where A is the total field area.
The SNP occurring probability of miRNAs that are associated with diseases in the new data is 0.0532 (5/94), which is even less than the SNP occurring probability of miRNAs that are associated with diseases in the original data (0.0847).
Similar result was found when searching SNPs in mature miRNA sequences (SNP occurring probability 0.0381 vs. 0.0707, P = 0.07).
Significantly, miRNAs associated with diseases show lower SNP occurring probability than miRNAs that are not associated with diseases (P = 1.3×10−8, Fisher's exact test, Figure 2).
We also tested the significance by randomly picking up the same number of miRNAs as the number of miRNAs associated with diseases from the whole miRNAs and calculated SNP occurring probability in this group of miRNAs, which was then compared with the real SNP occurring probability.
We train our threading model by maximizing the occurring probability of a set of reference alignments.
We train our CRF model by maximizing the occurring probability of a set of training RNAs with solved structures.
That is, we maximize the occurring probability of a set of ∼3000 non-redundant high-resolution protein structures.
