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These runs reached stable posterior distributions with different numbers of trees (3.9 × 10 and 5.2 × 10 after burn-in, respectively) and resulted in identical –ln likelihood scores of 31,769.
[ 1] http://www.ncbi.nlm.nih.gov/ [ 2] http://www.csie.ntu.edu.tw/˜cjlin/libsvmtools Table 3 shows the prediction accuracy and Table 4 shows the c/s2 error bound of the random forest models with different numbers of trees while mtry = ⌊ log2(M ) + 1⌋ was fixed on the GWA data sets, respectively.
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To allow comparison of figures from habitats with different numbers of tree species we suggest determining host specificity relative to the set of tree species.
We simulated the RF-original models with different number of trees (Table 6).
Open image in new window Fig. 2 Plot of OOB error rate against different number of trees in random forest.
To check whether this number of trees could lead to the best outcomes, a plot of OOB error rate versus different number of trees was plotted and shown in Fig. 2.
To extract datasets with different numbers of leaves and trees, we randomly selected the required number of trees and restricted them on a random set of leaves of the required size.
Due to the different number of maternal trees on the upper and lower plateau, the loss of several patches to feral pigs that broke into the CMA and to weeders working in the CMA, our experimental design was unbalanced.
Zoom in and out are available for trees on the workbenches to facilitate side by side comparison of trees containing different numbers of taxa.
In order to compare data sets with different numbers of species (S), the tree distances were rescaled dividing by the number of clade comparisons in the case of the RF score, RF′ = RF/(2 × (S − 3)), and by the number of branches in for the BS and KS, D′ = D/(2 × S − 3), where D is BS or KS.
In the simulations, we sample different numbers of alleles and loci, estimate species trees using STEM, and compare the estimated to the actual species tree.
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