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It does not require a precise mathematical model equation describing the dependency between the predictor values and the target values.
Examples of the combined distributions of LiDAR predictor values and AGB field estimates of each sample are shown in Fig. 3.
In addition, we checked the normality of residuals by plotting the residuals against the predictor values and the Shapiro-Wilk test.
Examples of the combined distributions of LiDAR predictor values and AGB field estimates of each sample are shown in Fig. 3.
For each bootstrap resample, we used the bootstrap sampled gene's expression measurements as predictor values and applied the KNN to develop the classifier.
However, as in this instance, lower R values are often expected when predicting human behaviour and conclusions can still be made from the significant coefficients representing changes in the predictor values and their association with changes in the response values [ 40].
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The higher the validity coefficient (the coefficient for the correlation between the predictor value and the criterion value), the narrower the ellipse is and the more qualified submissions that are accepted.
To estimate how efficiently microarray data derived predictors predict cancer genes, we ranked the probes by the predictors' values and estimated the percentage of the cancer-associated genes among the top 5% of the probes.
The BIC was used as the metric of model performance because it does not assume that a relationship between explanatory and predictor values exists and has a larger penalty with larger data sets [75].
The BIC was used as the metric of model performance because it does not assume that a relationship between explanatory and predictor values exists and has a larger penalty with larger data sets [ 75].
This rule uses arbitrary dichotomisation of various continuous predictor values (HbA1c and AER).
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