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Table 5 Regression error statistics of the 1-D inception network without attention module for chlorophyll traits

From: A hyperspectral deep learning attention model for predicting lettuce chlorophyll content

Number of test sets

RMSE ↓

NRMSE ↓

R2 ↑

1

2.081

0.1061

0.727

2

1.994

0.1055

0.740

3

1.988

0.0994

0.693

4

1.940

0.1031

0.731

5

2.391

0.1254

0.752

Average

2.079

0.1079

0.729