SLAMorris Final Thesis After Corrections.pdf - Cranfield University

Actual Fragment Type(Percentage)
7.10 Results
This section contains the results from the last iteration of each method on the
training set, followed by testing on the unused part of Data set 1, then against
Data set 2 and Data set 3; as described in Section 7.5 some of the methods
were altered during iterations to take into consideration the results of the
previous attempt and improve the methods accuracy.
7.10.1 Method 1: Brute Force approach
Table 7-4: Method 1 Results for the Training Set (Half of Data Set 1)
H1
H2
H3
H4
H5
H6
Classification of each fragment by Method 1(Percentage)
H1 H2 H3 H4 H5 H6 Total
No. 8 0 0 0 0 1601 1609
% 0.4972 0.0000 0.0000 0.0000 0.0000 99.5028 100
No. 0 378980 0 0 0 5040 384020
% 0.0000 98.6876 0.0000 0.0000 0.0000 1.3124 100
No. 0 0 0 0 0 3387039 3387039
% 0.0000 0.0000 0.0000 0.0000 0.0000 100.0000 100
No. 0 0 0 31693 0 0 31693
% 0.0000 0.0000 0.0000 100.0000 0.0000 0.0000 100
No. 0 0 0 0 0 31215 31215
% 0.0000 0.0000 0.0000 0.0000 0.0000 100.0000 100
No. 32615718 3781375 0 5246610 0 71169092 112812795
% 28.9114 3.3519 0.0000 4.6507 0.0000 63.0860 100
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