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And when they plotted the total NIH budget versus overall mortality rates (see graph), they found an "excellent" regression fit.
The developed ANFIS models showed an excellent regression analysis with an R 2 > 0.99 as well as a good fitness of predicted and experimental values for the studied process.
Particularly, in comparison with the SVC, the SVR has excellent regression abilities to infer the property values from a limited dataset of samples and it is especially effective when the input data is not linearly separable and the kernel function is required to map the data into a higher dimensional space to find the optimal separating hyperplane.
Figure 2 shows the excellent regression fit of the mean blood concentration time data.
The results show that the best texture parameter for describing dependence between the amount of glycerol and film thickness was tensile strength with excellent regression characteristics, followed by puncture strength.
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Excellent linear regression as shown in Fig. 3B was reached.
Excellent tumor regression was observed upon intra tumor injection with UCNP-Ce6 and laser irradiance with 980 nm cw laser.
Fitting of the calculated PC 1 and PC 2 for each of the individual oils separately yielded an excellent linear regression (without intercept).
Upon directly injecting UCNP-Ce6 into the tumor sites and after 980 nm cw laser excitation, excellent tumor regression was observed.
No clear trend in changes in Ki-67 during or after treatment was seen in the two patients with excellent pathological tumour regression.
Partial least squares regression showed excellent results for pellet moisture content and bulk density.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com