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Table 3 Model performance under different parametrizing settings (i.e. regularization multiplier [RM] and features classes [FC]

From: Presence and potential distribution of malaria-infected New World primates of Costa Rica

Best Models

RM

FC*

p.ROC

O.rate 5%

AICCc

∆AICCc

#

1th

4

p

1.36

0.00

287.50

0.00

1

2th

4

pt

1.36

0.00

287.59

0.00

1

3th

5

lp

1.37

0.00

287.92

0.41

1

4th

5

lpt

1.37

0.00

287.92

0.41

1

5th

5

p

1.37

0.00

287.92

0.41

1

6th

5

pt

1.37

0.00

287.92

0.41

1

  1. Model evaluation used Mean AUC ratio (AUC.r), partial ROC (p.ROC), omission rate 5% (O. rate5%), Akaike Information Criterion corrected (AICCc), Delta Akaike Information Criterion corrected (∆AICCc), Akaike Information Criterion corrected weight (AICCc.W) and number parameters (#) for modelling ecological niche for Plasmodium sp. * l = Linear; q = Quadratic; t = Threshold; h = Hinge; p = Product