Table 2 A comparison between the classical and educated machine.

From: Hyperspectral imaging for chemicals identification: a human-inspired machine learning approach

Feature

Method

Classical SCC

Classical DCC

Educated machine

Probability for detection, %

93 ± 2

90 ± 5

96 ± 1

NWIP

25 ± 10

3400 ± 1800

39 ± 21

  1. Performances are averaged for all materials; the educated machine was operated at optimal parameters.
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