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. 2012 May 10;12(5):6023–6048. doi: 10.3390/s120506023

Table 8.

Classification results a,b on the fused e-nose and acoustic sensor using LDA for three different maturity and ripeness levels of Harumanis harvested on two different dates (week 7 and week 8).

Group Predicted Group Membership Total
1.00 2.00 3.00 4.00 5.00 6.00
Original Count 1.00 80 0 0 0 0 0 80
2.00 0 80 0 0 0 0 80
3.00 0 0 80 0 0 0 80
4.00 0 0 0 80 0 0 80
5.00 0 0 0 0 80 0 80
6.00 0 0 0 0 0 80 80
% 1.00 100.0 0.0 0.0 0.0 0.0 0.0 100.0
2.00 0.0 100.0 0.0 0.0 0.0 0.0 100.0
3.00 0.0 0.0 100.0 0.0 0.0 0.0 100.0
4.00 0.0 0.0 0.0 100.0 0.0 0.0 100.0
5.00 0.0 0.0 0.0 0.0 100.0 0.0 100.0
6.00 0.0 0.0 0.0 0.0 0.0 100.0 100.0
Cross-validated Count 1.00 79 0 1 0 0 0 80
2.00 0 80 0 0 0 0 80
3.00 0 0 80 0 0 0 80
4.00 0 0 0 80 0 0 80
5.00 0 0 0 0 80 0 80
6.00 0 0 0 0 0 80 80
% 1.00 98.8 0.0 1.3 0.0 0.0 0.0 100.0
2.00 0.0 100.0 0.0 0.0 0.0 0.0 100.0
3.00 0.0 0.0 100.0 0.0 0.0 0.0 100.0
4.00 0.0 0.0 0.0 100.0 0.0 0.0 100.0
5.00 0.0 0.0 0.0 0.0 100.0 0.0 100.0
6.00 0.0 0.0 0.0 0.0 0.0 100.0 100.0
a

100.0% of original grouped cases correctly classified.

b

99.8% of cross-validated grouped cases correctly classified.