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Table 2 Performance of the Partial Least Squares-Discriminant Analysis (PLS-DA). The table provides the classification results for the four resilience phenotypes: lag of 1 day of residual (Lag1), natural logarithm of residual variance (LnVar), area under the curve for periods with the largest consecutive negative errors (MaxArea), and sum of residual’s local minima (SumMin). The “Class” column represents the classification of animal groups within each indicator, indicating low resilience (L), high resilience (H), and medium resilience (M). The “AUC Class” column displays the area under the curve (AUC) values for distinguishing each class of resilience. “Incidence” shows the proportion of records in corresponding resilience class. For each class, the table reports the number of positive events (animals belonging to that class) and negative events (animals not belonging to that class). “P-values” column indicates the significance level of the classification. The “Overall AUC” column represents the AUC performance in discriminating all classes combined

From: A first characterization of the microbiota-resilience link in swine

Indicator

Class

AUC class

Incidence

P-values

AUC all classes

Lag1

L

0.726

0.325

0.010

0.693

M

0.682

0.375

0.028

H

0.672

0.300

0.044

LnVar

L

0.826

0.325

>0.001

0.726

M

0.629

0.375

0.091

H

0.729

0.300

0.011

MaxArea

L

0.891

0.325

>0.001

0.691

M

0.637

0.375

0.078

H

0.544

0.300

0.336

SumMin

L

0.555

0.325

0.293

0.617

M

0.658

0.375

0.050

H

0.639

0.300

0.086