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Table 3 Test results for KAL-5 and comparison of results with the actual experimental results to check the precision of the model in terms of prediction

From: Molecular signatures for obesity and associated disorders identified through partial least square regression models

Body response parameter Input time (gene expression) Output time (body parameter)   Observed Predicted
Pro- inflammatory cytokine Week 3 Week 9 GMCSF 55 56.1
IFNγ 71 76.7
IL1a 103 98.1
IL1b 54 87.1
IL6 62 102.6
MCP1 92 85
TNFα 92 101.8
IL12P70 89 102.5
Week 6 Week 12 GMCSF 60 67.3
IFNγ 99 89.7
IL1a 92 128.4
IL1b 84 117.9
IL6 97 129
MCP1 97 95
TNFα 93 155
IL12P70 77 124.7
Anti- inflammatory cytokine Week 3 Week 9 IL4 41 52.2
IL10 63 68.3
IL13 66 71.3
Week 6 Week 12 IL4 55 54
IL10 78 67.5
IL13 87 66.4
Body weight Week 3 Week 15 -- 31.4 30.6
Week 6 Week 15 31.4 32.12
Blood glucose Week 3 Week 12 -- 160 158.05
Week 6 Week 12 160 158.24