Table 1 The performance of predicting the population groups within species (or species label across species in the bottom row) using gradient boosting models trained on the spectrum of SNVs or SDMs

From: The evolution and convergence of mutation spectra across mammals

 

SNVs

SDMs

Populations compared

Accuracy

P-Value [Acc > NIR]

Accuracy

P-Value [Acc > NIR]

Cattle

0.90

2.20E-16

0.81

2.20E-16

W buffalo

0.13

0.9365

0.81

5.44E-05

A buffalo

0.97

4.02E-10

0.97

3.14E-05

Pig

1

2.20E-16

0.99

2.20E-16

Dog

0.96

6.18E-07

1.00

8.32E-11

Human

0.98

2.20E-16

1.00

2.20E-16

Between species

1

2.20E-16

1.00

2.20E-16

  1. One-sided exact test P-values of the accuracy above that expected from the no information rate are shown.
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