Skip to main content

International Journal of Interdisciplinary Research

Fashion and Textiles Cover Image

Table 8 Individual errors between experimental and response surface equations predicted values of thermo-physiological properties

From: Development and comparison of artificial neural network and statistical model for prediction of thermo-physiological properties of polyester–cotton plated fabrics

Sample code Predicted thermal resistance × 10−3 (Km2/W) Error % \(\left( {\frac{{\left| {E - P} \right|}}{E}} \right)\) *100 Predicted thermal absorptivity Error % \(\left( {\frac{{\left| {E - P} \right|}}{E}} \right)\) *100 Predicted air permeability cm3/cm2/s Error % \(\left( {\frac{{\left| {E - P} \right|}}{E}} \right)\) *100 Predicted moisture vapour transmission rate g/m2/24 h Error % \(\left( {\frac{{\left| {E - P} \right|}}{E}} \right)\) *100
PETC1 19.91 7.64 95.30 0.21 129.20 0.86 5.27 2.70
PETC2 21.08 9.79 86.92 3.53 140.42 3.49 5.47 1.67
PETC4 22.87 3.97 79.48 5.27 155.38 5.54 5.91 4.06
PETC5 25.00 7.74 71.90 0.83 172.56 1.39 6.45 2.83
PETC7 24.36 14.90 85.51 4.88 130.63 4.30 5.41 1.22
PETC8 25.36 10.27 81.29 2.17 140.25 0.53 5.67 4.83
PETC9 26.00 9.24 78.89 8.88 146.09 5.75 5.84 3.44
PETC11 29.11 1.79 89.29 2.21 108.81 3.14 5.04 1.06
PETC12 29.88 3.03 83.04 6.17 121.32 6.31 5.22 4.25
PETC13 30.82 4.84 79.14 2.99 131.13 6.47 5.47 2.60
PETC14 31.43 4.78 76.89 9.68 137.06 7.70 5.64 1.89
PETC16 20.99 13.76 86.05 3.83 145.50 4.28 11.18 0.51
PETC17 22.09 9.88 81.33 2.30 155.73 2.36 11.49 0.49
PETC18 24.88 9.13 71.13 6.65 180.24 1.26 12.29 2.05
PETC19 20.24 2.87 81.38 3.34 136.92 3.91 10.31 1.07
PETC20 21.24 1.21 77.20 1.32 147.49 7.53 10.61 0.36
PETC21 23.86 0.59 67.96 7.03 172.57 0.22 11.40 3.79
PETC22 22.72 14.75 83.20 7.91 113.43 1.62 9.35 0.71
PETC23 23.47 12.27 77.05 2.15 128.31 3.89 9.64 0.72
PETC24 24.40 8.94 73.18 1.77 139.06 6.92 9.94 0.59
PETC25 26.92 8.54 64.49 8.01 164.47 4.10 10.73 1.37
PETC26 24.83 9.38 96.95 1.43 78.09 13.71 4.64 6.36
PETC28 26.91 14.53 84.91 1.29 101.36 0.86 5.38 0.70
PETC29 27.58 13.95 82.39 4.96 107.43 6.58 5.59 4.79
PETC31 28.36 28.91 108.58 5.95 66.44 24.07 3.45 0.13
PETC33 30.74 29.10 95.15 7.55 92.33 5.30 4.70 10.07
PETC34 31.44 27.66 92.43 9.37 98.77 1.71 4.98 12.42
PETC36 33.95 30.56 149.78 3.29 65.68 18.41 3.21 2.73
PETC37 35.23 28.11 141.00 0.00 76.03 14.09 3.74 9.33
PETC38 36.38 23.33 136.08 2.80 84.97 7.64 4.14 9.04
PETC39 37.10 21.63 133.33 0.50 90.46 9.08 4.38 11.55
PETC40 39.28 21.04 125.55 1.91 107.21 17.02 5.09 2.43
PETC42 42.02 31.31 144.73 0.60 52.13 14.15 3.30 4.84
PETC43 43.24 30.63 139.51 2.63 61.65 12.16 3.81 0.97
PETC44 43.98 29.36 136.60 0.01 67.43 13.11 4.11 7.69
PETC46 45.04 26.88 177.07 1.35 8.36 69.61 2.86 4.02
PETC47 46.41 27.51 167.92 2.54 9.26 68.94 2.94 3.69
PETC48 47.60 25.26 162.86 1.41 14.41 57.29 3.15 0.54
PETC49 48.33 23.29 160.02 0.96 18.02 50.89 3.30 4.28
PETC50 50.55 22.41 152.06 1.90 30.04 25.27 3.79 8.03
PETC3 22.18 8.21 82.16 2.19 149.71 4.11 5.73 4.28
PETC6 23.45 14.37 92.53 1.67 118.59 4.83 5.23 2.55
PETC10 27.99 14.26 71.99 2.66 163.68 2.69 6.38 4.12
PETC15 33.36 6.91 70.38 2.74 154.89 0.07 6.18 3.13
PETC27 25.86 13.43 89.36 3.40 91.29 5.40 5.04 2.23
PETC30 29.63 16.21 75.20 1.35 125.60 5.57 6.24 4.38
PETC32 29.60 24.01 99.99 10.66 81.51 14.20 4.21 15.05
PETC35 33.60 15.00 84.75 4.21 117.88 10.02 5.81 0.13
PETC41 40.58 30.47 154.26 3.15 40.35 32.52 2.49 18.31
PETC45 46.24 31.90 128.45 1.95 84.89 33.32 4.96 0.97
Mean absolute percentage error   15.99   3.51   2.5   4.02