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. 2020 Jul 31;25(15):3486. doi: 10.3390/molecules25153486

Table 7.

Comparison of different quantile levels between predicted and actual data.

Quantile Training
Actual
Predicted Ratio Testing
Actual
Predicted Ratio All Data
Actual
Predicted Ratio
0.1 501.71 478.92 0.955 577.80 502.51 0.870 505.59 494.66 0.978
0.2 682.00 666.38 0.977 759.93 766.54 1.009 716.37 702.09 0.980
0.3 890.00 903.50 1.015 909.00 920.13 1.012 899.69 912.10 1.014
0.4 1142.00 1164.17 1.019 1174.91 1193.35 1.016 1155.64 1175.72 1.017
0.5 1516.26 1520.30 1.003 1572.00 1510.30 0.961 1537.00 1515.30 0.986
0.6 2237.00 2234.19 0.999 2108.70 2222.24 1.054 2232.80 2222.24 0.995
0.7 2680.00 2673.99 0.998 2882.00 3093.02 1.073 2817.90 2795.47 0.992
0.8 3743.50 3732.15 0.997 4164.90 4045.63 0.971 3902.00 3899.69 0.999
0.9 5873.00 6018.26 1.025 6393.00 6453.91 1.010 6014.50 6074.74 1.010
Average 0.999 Average 0.997 Average 0.997