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Fig. 8 SVM classification based on credit risk assessment model prediction result.

The proposed model prediction results were in good agreement with the experimental results.

The model prediction results are in good agreement with the field observations to date.

The model prediction results indicated the maximum toluene conversion to be produced by La1−xCexMn1−yCuyO3 of the following formulation details: Ce mole fraction of 0.30, Cu mole fraction of 0.52, and calcination temperature of 625 °C.

The disparity between the experimental data and the model prediction results was mainly caused by the neglect of the natural convection effect, which was never introduced into the droplet evaporation concept.

Compared with the experimental data, the model prediction results show that the current method can capture well the experimental behaviors and be utilized for analyzing the influential factors on the copper removal rate and predicting post-CMP copper surface topography.

Figure 12 Model prediction results in terms of solids content profiles.

Figure 9 Model prediction results in terms of excess pore water pressure profiles.

Figure 11 Model prediction results in terms of void ratio profiles.

Figure 10 Model prediction results in terms of effective stress profiles.

Table 3 Model prediction results Zones Area Training set Test set 1 62 0 0 2 22 10 13 3 6 27 22 4 5 24 30 5 5 39 34 Total 100 100 100 Zones 4 and 5 are high risk zones and represent a small area (in italics).