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The prognostic value of this model based metric M is higher than the value of tumor size or SUV max after 4 h.
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In order to avoid unnecessary linear local models in the primary model bank, a gap based metric is introduced and applied in order to merge similar linear local models.
The authors' use of an R 2 based metric inherently assumes a linear model with a single regressor, fitted by least squares.
This paper provides a systematic method for model bank selection in multi-linear model analysis for nonlinear systems by presenting a new algorithm which incorporates a nonlinearity measure and a modified gap based metric.
The paper discusses and compares several ways to define node based metric from element based metric.
Performance is not a time based metric.
Two different ways for calculating the global geometric metric are diffusion based metric and geodesic distance based metric (i.e. shortest path).
The method defines an architecture evaluation process, at the heart of which is an assessment model based on the Goal-Question-Metric scheme.
If there is no a priori reason to choose a superior exposure metric, one should not select a model based solely on statistical performance because choosing the metric with the strongest association with outcome could lead to bias (Kriebel et al., 2007).
In a more probabilistic approach, Hirotaka Matsumoto (University of Tokyo) presented a mixture model based reconstruction method (MixSIH) and a new quality metric (MC) [ 23].
An alternative exposure metric in the form of a mathematical model based on meteorological data was thus used.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com