In the split and merge unscented Gaussian mixture filter, the component to be split is chosen to be the one that would have the highest posterior probability (9) with nonlinearity eta = sum frac{|| mathcal{Y}_{i} + mathcal{Y}_{i+n} - 2mathcal{Y}_{0} ||^{2}}{|| mathcal{Y}_{i} - mathcal{Y}_{i+n}||^{2}} (14).
If there is more than one component, the component next to be split is chosen to be the one that maximizes sqrt{w_{i}eta_{i}}.
And as to the BFFBP algorithm, in accordance with [7], where the split factor is chosen to be 2, and the number of splits is chosen by K = N − 1, N = log2 N ref = 11 and a 2D eight-point sinc interpolator is used for range and angle interpolation.
In our simulations the counting filter picked the n best-supported splits, where n was chosen to be the known number of true non-trivial splits.
The affine transformation is chosen to be such that after transformation the split dimension is aligned with the direction of the maximum nonlinearity and such that the resulting mixture is a good approximation of the prior component.
After inserting the first intron, Ρ Ѕ (K|L k =1,2) denotes the picking probability between L1 and L2; Assuming L1 is selected and split by a new intron; the next exon to be split will be chosen from L3, L4 and L2 with probability Ρ Ѕ (K|L k =2,3,4); Assuming L2 is selected, and so on.
Dan Wheldon, who had been driving a part-time schedule after losing his ride at Panther Racing and who had won the Indianapolis 500 earlier in the season, would be given a chance to win the prize, to be split with a randomly chosen fan.
When the profession appears to be split, politicians are much better able to pick and choose.
The NatCen study suggests that if voters were forced to choose, they would be split almost evenly on which they would prioritise.
At every step, a chosen cluster is split in two based on a particular criterion.
