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The model of cluster 3 has the best performance in all evaluation indices.
The new theoretical model of cluster formation with account of isotope effect is proposed.
The model of cluster 3 has the best performance considered from RMSE and MAPE, while the model of cluster 4 has the best performance considered from R and R 2. Particularly, the R 2 value of cluster 4 model is over 0.8, which indicates that the model is very good (Shu and Quarda 2008).
As shown in Table 8, the results confirm better performance of k-means-ANFIS by yielding lower RMSE and MAPE as well as higher R and R 2 than a single ANFIS except the process model of cluster 3.
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Fig. 5 a The fractal cluster simulated within the model of "cluster-cluster".
Simulation of fractal cluster growth was carried out from 1000 polydisperse nanoparticles within the model of "cluster-cluster" (Fig. 5 a), which corresponds to the natural growth of fractal aggregates in sols.
The relative stability of Li8 and Li4Sn clusters (both with eight valence electrons) is compatible with predictions from the shell model of clusters.
The thermodynamic approach to the description of SWNT solubility is based on the bundlet model of clusters, which is valid under conditions when the characteristic number of SWNTs in the cluster n ≫ 1.
An alternative model of clustering is that gene clusters may correspond to regions of active chromatin.
Using a Bayesian model of clustering, a specialized nivalenol-producing population was identified in southern Louisiana [ 3, 9, 10, 19].
In the second approach, a marginal model of clustered data allowed an adjustment for possible correlation between patients treated by the same physician.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com