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experimental_results.txt
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experimental_results.txt
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5.1 Naive ==============================================
=== Assignment ===
Relevance of each employee per issue:
[[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 24 75 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 15 0 0 0 0 0 0 0 0 66]
[ 0 0 0 0 0 0 0 5 0 0 0 0]
[ 0 99 16 0 0 0 0 0 0 0 0 7]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 1 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 93 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 1 69 0 0 0 0 0 0 0 0 19]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[100 0 0 99 100 0 100 67 17 100 100 0]
[ 0 0 0 0 0 0 0 4 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 8 0 0 4]
[ 0 0 0 0 0 7 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 5]]
Employee andrus is assigned to task 4016 (cell position: [0, 10]) with relevance 0
Employee jbellis is assigned to task 3705 (cell position: [1, 9]) with relevance 0
Employee wesmckinn is assigned to task 47260 (cell position: [2, 8]) with relevance 75
Employee elserj is assigned to task 9763 (cell position: [3, 6]) with relevance 0
Employee djohnson is assigned to task 5632 (cell position: [4, 4]) with relevance 0
Employee ababiichuk is assigned to task 52911 (cell position: [5, 11]) with relevance 66
Employee andy.seaborne is assigned to task 47311 (cell position: [6, 7]) with relevance 5
Employee aantonenko is assigned to task 52795 (cell position: [7, 1]) with relevance 99
Employee njiang is assigned to task 4550 (cell position: [9, 3]) with relevance 1
Employee purplecabbage is assigned to task 12409 (cell position: [10, 5]) with relevance 93
Employee atkach is assigned to task 52289 (cell position: [12, 2]) with relevance 69
Employee davsclaus is assigned to task 5488 (cell position: [14, 0]) with relevance 100
Total relevance: 508
5.2 Logistic ==============================================
=== Assignment ===
Relevance of each employee per issue:
[[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 13 100 25 0 0 0]
[ 0 0 0 0 0 0 81 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 10 95 0 0 0 0 0 0 0 0 13]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 11 1 0 0 0 0 0 0 0 0 12]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 2 0 0 94 13 0 2 0 0 38 62 0]
[ 0 0 0 0 0 81 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 57 1 0 0 0 0 0 0 0 0 2]
[ 8 0 0 0 0 0 0 0 0 0 0 0]
[ 90 0 0 6 87 0 1 0 0 62 38 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 9 0 0 74 0 0 0]
[ 0 0 0 0 0 0 3 0 0 0 0 0]
[ 0 16 0 0 0 0 0 0 0 0 0 21]
[ 0 0 0 0 0 10 0 0 0 0 0 0]
[ 0 6 3 0 0 0 0 0 0 0 0 50]]
Employee andrus is assigned to task 4016 (cell position: [0, 10]) with relevance 0
Employee jbellis is assigned to task 3705 (cell position: [1, 9]) with relevance 0
Employee wesmckinn is assigned to task 47311 (cell position: [2, 7]) with relevance 100
Employee elserj is assigned to task 9763 (cell position: [3, 6]) with relevance 81
Employee ababiichuk is assigned to task 52289 (cell position: [5, 2]) with relevance 95
Employee njiang is assigned to task 4550 (cell position: [9, 3]) with relevance 94
Employee purplecabbage is assigned to task 12409 (cell position: [10, 5]) with relevance 81
Employee atkach is assigned to task 52795 (cell position: [12, 1]) with relevance 57
Employee tabish121 is assigned to task 5488 (cell position: [13, 0]) with relevance 8
Employee davsclaus is assigned to task 5632 (cell position: [14, 4]) with relevance 87
Employee shazron is assigned to task 47260 (cell position: [16, 8]) with relevance 74
Employee onechiporenko is assigned to task 52911 (cell position: [20, 11]) with relevance 50
Total relevance: 727
5.3 SVM ==============================================
=== Assignment ===
Relevance of each employee per issue:
[[ 3 3 3 1 1 3 3 3 3 2 1 3]
[ 2 3 3 2 1 4 2 5 3 2 1 3]
[ 3 2 3 1 0 2 3 2 10 2 1 4]
[ 2 4 3 1 1 5 3 8 5 3 1 3]
[ 3 3 3 2 1 5 3 11 3 2 1 4]
[ 2 12 14 1 0 3 2 3 5 1 0 9]
[ 2 3 2 1 1 3 2 10 3 2 1 3]
[ 3 14 14 1 0 4 3 5 6 2 0 9]
[ 5 2 2 1 1 2 4 1 2 2 0 7]
[ 7 2 2 23 19 2 7 4 3 8 19 4]
[ 3 2 2 1 0 14 3 2 5 1 0 3]
[ 2 2 3 1 1 3 2 5 5 3 1 3]
[ 2 15 16 1 0 2 2 2 5 1 0 9]
[ 8 2 2 1 1 2 11 2 4 14 1 2]
[36 3 3 54 63 4 34 6 7 43 62 14]
[ 2 3 2 1 1 5 2 9 2 1 1 2]
[ 4 2 2 1 0 7 4 2 9 2 1 3]
[ 4 3 3 5 6 4 4 8 4 4 5 3]
[ 3 7 5 1 1 6 3 5 7 3 1 5]
[ 1 2 2 1 1 17 2 4 3 1 1 2]
[ 2 10 11 1 1 3 2 6 6 2 1 8]]
Employee wesmckinn is assigned to task 47260 (cell position: [2, 8]) with relevance 10
Employee djohnson is assigned to task 47311 (cell position: [4, 7]) with relevance 11
Employee ababiichuk is assigned to task 52911 (cell position: [5, 11]) with relevance 9
Employee aantonenko is assigned to task 52795 (cell position: [7, 1]) with relevance 14
Employee adobejira is assigned to task 5488 (cell position: [8, 0]) with relevance 5
Employee njiang is assigned to task 4550 (cell position: [9, 3]) with relevance 23
Employee atkach is assigned to task 52289 (cell position: [12, 2]) with relevance 16
Employee tabish121 is assigned to task 3705 (cell position: [13, 9]) with relevance 14
Employee davsclaus is assigned to task 4016 (cell position: [14, 10]) with relevance 62
Employee shazron is assigned to task 9763 (cell position: [16, 6]) with relevance 4
Employee ancosen is assigned to task 5632 (cell position: [17, 4]) with relevance 6
Employee bowserj is assigned to task 12409 (cell position: [19, 5]) with relevance 17
Total relevance: 191
5.4 k-NN ==============================================
=== Assignment ===
Relevance of each employee per issue:
[[ 0 0 0 0 0 0 0 0 12 0 0 0]
[ 6 0 0 0 0 0 0 12 0 12 0 0]
[ 0 0 0 0 0 0 0 25 6 0 0 0]
[ 0 0 0 0 0 0 12 0 6 6 0 0]
[ 6 0 0 0 0 6 0 0 6 6 0 0]
[ 0 12 38 0 0 6 0 0 0 0 0 0]
[ 6 0 0 0 0 0 0 25 0 0 0 0]
[ 0 12 12 0 0 0 0 0 0 0 0 6]
[ 6 0 0 0 0 6 6 0 0 6 0 25]
[ 6 0 0 75 38 12 25 6 6 38 31 0]
[ 0 0 0 0 0 31 0 6 19 0 0 6]
[ 0 0 0 0 0 0 0 6 0 0 0 12]
[ 0 19 44 0 0 6 0 0 0 0 0 0]
[12 0 0 0 0 0 6 6 0 6 0 19]
[31 25 0 25 50 6 44 6 6 0 44 0]
[ 0 0 0 0 0 0 0 6 6 0 0 6]
[ 0 0 0 0 0 6 0 0 6 0 0 0]
[12 0 0 0 12 0 6 0 0 19 25 0]
[12 25 0 0 0 6 0 0 19 6 0 25]
[ 0 0 0 0 0 12 0 0 6 0 0 0]
[ 0 6 6 0 0 0 0 0 0 0 0 0]]
Employee andrus is assigned to task 47260 (cell position: [0, 8]) with relevance 12
Employee jbellis is assigned to task 3705 (cell position: [1, 9]) with relevance 12
Employee wesmckinn is assigned to task 47311 (cell position: [2, 7]) with relevance 25
Employee elserj is assigned to task 9763 (cell position: [3, 6]) with relevance 12
Employee adobejira is assigned to task 52911 (cell position: [8, 11]) with relevance 25
Employee njiang is assigned to task 4550 (cell position: [9, 3]) with relevance 75
Employee purplecabbage is assigned to task 12409 (cell position: [10, 5]) with relevance 31
Employee atkach is assigned to task 52289 (cell position: [12, 2]) with relevance 44
Employee tabish121 is assigned to task 5488 (cell position: [13, 0]) with relevance 12
Employee davsclaus is assigned to task 5632 (cell position: [14, 4]) with relevance 50
Employee ancosen is assigned to task 4016 (cell position: [17, 10]) with relevance 25
Employee aonishuk is assigned to task 52795 (cell position: [18, 1]) with relevance 25
Total relevance: 348
5.5 Neural Network ==============================================
=== Assignment ===
Relevance of each employee per issue:
[[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 47 100 99 0 0 0]
[ 0 0 0 0 0 0 53 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 5 86 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 51 0 0 0 0 0 0 0 0 0 4]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 23 15 0 0 0 0 20 36 0]
[ 8 0 0 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 4 11 0 0 0 0 0 0 0 0 0]
[ 20 0 0 0 0 0 0 0 0 0 0 0]
[ 71 0 0 77 85 0 0 0 0 77 55 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0]
[ 1 0 0 0 0 81 0 0 1 0 0 0]
[ 0 0 0 0 0 0 0 0 0 3 8 0]
[ 0 39 1 0 0 0 0 0 0 0 0 7]
[ 0 0 0 0 0 19 0 0 0 0 0 0]
[ 0 1 1 0 0 0 0 0 0 0 0 88]]
Employee andrus is assigned to task 47260 (cell position: [0, 8]) with relevance 0
Employee jbellis is assigned to task 4550 (cell position: [1, 3]) with relevance 0
Employee wesmckinn is assigned to task 47311 (cell position: [2, 7]) with relevance 100
Employee elserj is assigned to task 9763 (cell position: [3, 6]) with relevance 53
Employee ababiichuk is assigned to task 52289 (cell position: [5, 2]) with relevance 86
Employee aantonenko is assigned to task 52795 (cell position: [7, 1]) with relevance 51
Employee njiang is assigned to task 4016 (cell position: [9, 10]) with relevance 36
Employee tabish121 is assigned to task 5488 (cell position: [13, 0]) with relevance 20
Employee davsclaus is assigned to task 5632 (cell position: [14, 4]) with relevance 85
Employee shazron is assigned to task 12409 (cell position: [16, 5]) with relevance 81
Employee ancosen is assigned to task 3705 (cell position: [17, 9]) with relevance 3
Employee onechiporenko is assigned to task 52911 (cell position: [20, 11]) with relevance 88
Total relevance: 603