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fauq_test_results.txt
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fauq_test_results.txt
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Iteration 0 Accuracy: 0.6167582417582418
Iteration 1 Accuracy: 0.6167582417582418
Iteration 2 Accuracy: 0.6167582417582418
Iteration 3 Accuracy: 0.6167582417582418
Iteration 4 Accuracy: 0.6373626373626373
Iteration 5 Accuracy: 0.6195054945054945
Iteration 6 Accuracy: 0.6181318681318682
Iteration 7 Accuracy: 0.6208791208791209
Iteration 8 Accuracy: 0.6167582417582418
Iteration 9 Accuracy: 0.6181318681318682
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Avg Accuracy: 0.6197802197802197
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METRICS REPORT
precision recall f1-score support
Management 0.50 0.35 0.41 37
Business and Financial Operations 0.20 0.04 0.06 55
Computer and Mathematical 0.59 0.50 0.54 20
Architecture and Engineering 0.45 0.62 0.53 8
Life, Physical, and Social Science 0.00 0.00 0.00 1
Community and Social Services 0.00 0.00 0.00 4
Legal 0.25 1.00 0.40 1
Education, Training, and Library 0.82 0.82 0.82 33
Arts, Design, Entertainment, Sports, and Media 0.07 0.50 0.12 2
Healthcare Practitioners and Technical 0.38 0.43 0.40 21
Healthcare Support 0.64 0.81 0.71 26
Protective Service 0.10 1.00 0.18 1
Food Preparation and Serving Related 0.72 0.30 0.42 70
Buildings and Grounds Cleaning and Maintenance 0.12 0.30 0.17 10
Personal Care and Service 0.18 0.19 0.19 21
Sales and Related 0.42 0.68 0.52 56
Office and Administrative Support 0.23 0.20 0.22 35
Farming, Fishing, and Forestry 0.20 0.40 0.27 5
Construction and Extraction 0.20 0.25 0.22 4
Installation, Maintenance, and Repair 0.27 0.16 0.20 19
Production 0.17 0.14 0.15 7
Transportation and Material Moving 0.92 0.96 0.94 291
Military Specific 0.00 0.00 0.00 1
avg / total 0.63 0.62 0.61 728
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CONFUSION MATRIX
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
1 [[ 13 0 0 1 0 0 0 0 1 0 1 1 2 0 2 5 2 2 0 1 0 6 0]
2 [ 4 2 0 0 0 0 0 2 4 1 0 0 0 17 0 22 1 0 0 1 1 0 0]
3 [ 1 2 10 0 0 0 0 2 0 0 0 1 1 0 0 0 2 0 0 0 0 1 0]
4 [ 0 0 1 5 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0]
5 [ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0]
6 [ 0 1 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0]
7 [ 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
8 [ 0 0 1 2 0 2 0 27 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0]
9 [ 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0]
10 [ 0 0 0 0 1 2 0 1 0 9 2 0 0 2 0 0 0 1 0 2 0 1 0]
11 [ 2 0 0 0 1 0 0 0 0 0 21 0 1 0 0 0 0 0 1 0 0 0 0]
12 [ 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0]
13 [ 3 2 2 0 0 3 1 0 1 1 1 2 21 0 5 12 7 2 0 0 0 7 0]
14 [ 0 0 0 0 0 0 0 0 1 1 0 0 1 3 0 3 0 0 0 0 0 1 0]
15 [ 0 0 0 0 0 1 0 1 3 2 3 0 1 0 4 2 0 0 0 2 0 2 0]
16 [ 2 0 0 0 0 0 1 0 1 3 0 0 1 0 5 38 5 0 0 0 0 0 0]
17 [ 1 3 2 0 2 0 1 0 1 5 2 0 1 0 3 2 7 2 0 1 2 0 0]
18 [ 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 2 0 0 0 0 0]
19 [ 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0]
20 [ 0 0 0 0 1 0 0 0 1 1 1 3 0 2 1 0 0 0 1 3 1 4 0]
21 [ 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 2 0 1 0 0]
22 [ 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 4 4 0 0 1 0 280 0]
23 [ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0]]
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