Table 1 The performance of each random-forest model

From: Antarctic phytoplankton communities restructure under shifting sea-ice regimes

 

R2

RMSE

MAE

Bias

Trees

Diatoms

0.92

0.260

0.12

8 × 10−3

250

Haptophytes

0.84

0.190

0.09

5 × 10−4

250

Cryptophytes

0.81

0.170

0.07

4 × 10−3

250

Green algae

0.87

0.190

0.04

7 × 10−5

250

Dinoflagellates

0.55

0.040

0.03

4 × 10−3

250

Pelagophytes

0.84

0.030

0.02

4 × 10−3

250

Synechoccoccus

0.57

0.006

0.01

1 × 10−5

250

  1. Trees, number of trees in the random-forest.
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