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. Author manuscript; available in PMC: 2012 Apr 1.
Published in final edited form as: J Syst Softw. 2011 Apr 1;84(4):544–558. doi: 10.1016/j.jss.2010.11.920

Table 6.

Effectiveness of metamorphic relations for kNN

Metamorphic Relation
Mutant 0 1.1 1.2 2.1 2.2 3.1 3.2 4.1 4.2 5.1 5.2
original 0 0 0 0 0 0 0 0 0 0 0
v1 0 1.7 7.7 27.0 5.7 0 0 0 0 6.7 3.7
v2 0 0 0 0 0 0 0 0 0 4.7 3.0
v3 0 0 0 0 42.7 0 0 0 0 4.7 3.7
v5 0 2.3 0 0 0 0 0 2.3 0 6.7 3.0
v6 0 11.3 0 26.3 37.0 0 0 0 0 2.0 0
v7 0 9.7 0 0 1.7 0 0 0 0 4.0 1.7
v9 0 9.0 0 0 3.3 8.3 0 41.7 0 5.0 2.0
v10 0 1.3 22.7 34.3 94.7 0 0 0 0 4.3 5.3
v12 0 10.3 0 0 1.7 0 0 0 0 4.0 1.7
v13 0 0.3 22.3 0 0 0 0 0 0 3.0 3.0
v15 0 0 16.3 0 13.7 0 0 0 0 3.3 2.3
v16 0 10.0 0 26.3 37.0 0 0 0 0 2.0 0
v17 0 13.7 0 0 0 0 0 0 0 0 0
v18 0 11.0 0 0 0 0 0 0 0 0 0
v19 0 9.3 0 26.3 37.0 0 0 0 0 2.0 0
v20 0 0 0 0 43.7 0 0 0 0 2.3 1.7
v21 0 1 0 42.7 24.0 0.7 0 0 0 3.7 4.0
v22 0 68.3 0 0 0 0 0 0 0 0 0
v24 0 62.7 0 0 0 0 0 0 0 0 0
TOTAL 0 15 4 6 12 2 0 2 0 15 16