Exact(5)
From the value-weighted matrix, core class contributions are calculated with equation 5.
Thus, the approach estimates the posterior from the data and then applies a re-weighting (refinement) scheme by calculating core and value class contributions.
The authors have explained conditional probabilities with figures, text and associated mathematical equations and have even gone so far as to carry out the math for the weighted core class contributions.
For interested readers who want to implement the conditional probabilities concept in their own research, I highly suggest that real (or toy) data be included, in the very least, as supplemental material with all the data completely worked out, not just the weighted core class contributions.
Weighted value class contributions calculated using equation 6 give activity and inactivity contributions of 0.72 and 1.40, respectively, for value v1 (applying a smoothing factor of α=0.1): C v 1 (a c t ) = 0.1 + 1.5 0.2 + 2 = 0.72 C v 1 (i n a c t ) = 0.1 + 3.0 0.2 + 2 = 1.40 Normalization using equation 8 then yields updated v1 class probabilities of 0.34 (activity) and 0.66 (inactivity).
Similar(55)
Although the car wears No. 7, it will also carry a stylized rendition of the SANY "three ones" logo, which signifies, "first class enterprise, first class employees and first class contribution to society".
Such contribution will be further propagated to network assets at higher voltage level, forming a Hierarchical CF model and reflecting the true individual class contribution to the whole-system reinforcement.
It is the middle class' contribution to aggregate demand that propels our economy forward and enables "job creation".
Indeed, we averaged class contribution across all 9 samples and the canonical isoform was the most expressed for only 48%% (93/194) of the selected microRNAs.
This rationalizes the calculation of weights from the previous step: the less frequently observed class for a core or value is assigned a higher weight, which leads to a larger class contribution of the corresponding value or core of a compound, respectively.
Mark Downs, chief executive of the Society of Biology was amongst the many voices concerned about this threat to Kew's world-class contributions to conservation, heritage and education: "Seed collections are valuable for conservation of biodiversity and are a potential source of plants with medicinal properties.
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