Maximize your confidence level.
To estimate the prevalence of GPs who agree with the SCS recommendations with 95% confidence level and a maximal error margin of 5%, data of 369 GPs was needed for this cross-sectional study.
TA minimal gain of 0.1 to produce a split, a maximal tree depth of 20, a confidence level of 0.25 for the pessimistic error calculation of pruning and the number of alternative nodes of 3 when pre-pruning would prevent a split.
The models run with a minimal size of four for a node to allow a split, a minimal size of two for all leaves, a minimal gain of 0.1 to produce a split, a maximal tree depth of 20, a confidence level of 0.25 for the pessimistic error calculation of pruning and the number of alternative nodes of three when prepruning would prevent a split.
For models run with a minimal size of 4 for a node to allow a split, a minimal size of 2 for all leaves, a minimal gain of 0.1 to produce a split, and a maximal tree depth of 20, the confidence level of 0.25 for the pessimistic error calculation of pruning and the number of alternative nodes of 3 when prepruning would prevent a split.
From a practical point of view, using a 9 points/m2 ratio clearly provided reliable, quantitative descriptions of our reef transects (maximal errors < 1.5percentt cover with 95% confidence level).
The model can determine the maximal frequency of trains passing the critical level crossing with a given maximum knock-on delay at a certain confidence level.
Finally, the margin of error for the entire sample was ±5.56%, at a confidence level of 95.5% (2σ) and under the assumption of maximal uncertainty (p = q = 50).
The analysis of multiflat panel sister-buildings annual heat consumption reveals that minimal value of maximal and minimal heat consumption ratio in identical panel buildings reaches 1.22 (95% confidence level).
Using mir-124 over-expression as an example, comparing the Baek et al. [53], Lim et al. [57] and Wang et al. [60] data sets – at the least stringent confidence level for targets, allowing the overlap between experiments to be maximal – we see only 10 common targets between all 3 lists, 3.7% of the smallest target list (Figure 2B).
