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. 2014 Feb 12;9(2):e88655. doi: 10.1371/journal.pone.0088655

Table 1. Assessment of results from four automatic detection techniques in relation to manually digitized whales; results from two unsupervised classification techniques and two Thresholding analyses.

Manually digitized Unsupervied iso means Unsupervised kmeans Threshold Panchromatic Threshold Band 5
total signals 91 total signals 158 102 64 101
probable 55 probable matches 44 42 43 49
possible 23 possible matches 16 11 14 15
Band 5 only 13 band 5 matches 1 0 0 13
total found 61 53 57 77
% found 67.0 58.2 62.6 84.6
% of probable 80.0 76.4 78.2 89.1
total missed 30 38 34 14
% missed 33.0 41.8 37.4 15.4
false positives 97 49 7 24
% false positives 61.4 48.0 10.9 23.8
% good 38.6 52.0 89.1 76.2