Model details
Information on model and status are only available after creating models from an Excel file.
Only dyes with at least five SmartLiquor dyeings are being modeled.
| Dye | Target | Record count | RMSE train | R² train | Count train | RMSE test | R² test | Count test | Intercept | DyeAmount | TotalDyeAmount | Model | Status |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BLUE FNR | ExhaustionEndAlkali | 16 | 11.0 | 0.57 | 16 | 0.0 | 0.00 | 0 | 77.22 | 36.45 | -39.68 | ||
| BLUE FNR | ExhaustionFinal | 16 | 6.4 | 0.52 | 16 | 0.0 | 0.00 | 0 | 86.19 | 21.41 | -20.08 | ||
| BLUE FNR | Fixation | 16 | 6.1 | 0.60 | 16 | 0.0 | 0.00 | 0 | 79.15 | 21.79 | -23.23 | ||
| BLUE FNR | Substantivity | 16 | 7.6 | 0.73 | 16 | 0.0 | 0.00 | 0 | 65.76 | 23.84 | -41.35 | ||
| BLUE HFRL | ExhaustionEndAlkali | 14 | 16.7 | 0.26 | 14 | 0.0 | 0.00 | 0 | 73.54 | 26.08 | -25.17 | ||
| BLUE HFRL | ExhaustionFinal | 14 | 14.9 | 0.21 | 14 | 0.0 | 0.00 | 0 | 80.86 | 21.15 | -19.20 | ||
| BLUE HFRL | Fixation | 14 | 16.4 | 0.11 | 14 | 0.0 | 0.00 | 0 | 67.64 | 16.01 | -14.18 | ||
| BLUE HFRL | Substantivity | 14 | 13.4 | 0.20 | 14 | 0.0 | 0.00 | 0 | 79.34 | -3.74 | -19.12 | ||
| BLUE SE | ExhaustionEndAlkali | 153 | 3.7 | 0.85 | 122 | 7.0 | 0.24 | 31 | 0.00 | 0.00 | 0.00 | ||
| BLUE SE | ExhaustionFinal | 153 | 3.0 | 0.82 | 122 | 5.2 | -0.12 | 31 | 0.00 | 0.00 | 0.00 | ||
| BLUE SE | Fixation | 153 | 4.3 | 0.82 | 122 | 6.5 | -0.11 | 31 | 0.00 | 0.00 | 0.00 | ||
| BLUE SE | Substantivity | 153 | 5.7 | 0.72 | 122 | 9.9 | 0.21 | 31 | 0.00 | 0.00 | 0.00 | ||
| BR YELLOW SE | ExhaustionEndAlkali | 34 | 13.8 | 0.26 | 34 | 0.0 | 0.00 | 0 | 58.68 | -5.28 | 26.74 | ||
| BR YELLOW SE | ExhaustionFinal | 34 | 12.9 | 0.28 | 34 | 0.0 | 0.00 | 0 | 65.88 | -5.57 | 26.34 | ||
| BR YELLOW SE | Fixation | 34 | 14.4 | 0.26 | 34 | 0.0 | 0.00 | 0 | 60.52 | -4.40 | 27.52 | ||
| BR YELLOW SE | Substantivity | 34 | 12.2 | 0.14 | 34 | 0.0 | 0.00 | 0 | 31.07 | -8.02 | 18.96 | ||
| DP BLUE SE | ExhaustionEndAlkali | 15 | 6.8 | 0.16 | 15 | 0.0 | 0.00 | 0 | 78.59 | 6.68 | 3.47 | ||
| DP BLUE SE | ExhaustionFinal | 15 | 4.3 | 0.20 | 15 | 0.0 | 0.00 | 0 | 84.42 | 5.46 | 1.93 | ||
| DP BLUE SE | Fixation | 15 | 5.3 | 0.25 | 15 | 0.0 | 0.00 | 0 | 79.69 | 5.43 | 5.09 | ||
| DP BLUE SE | Substantivity | 15 | 7.4 | 0.21 | 15 | 0.0 | 0.00 | 0 | 51.44 | -7.60 | 19.03 | ||
| DP NIGHT SR | ExhaustionEndAlkali | 14 | 7.3 | 0.23 | 14 | 0.0 | 0.00 | 0 | 90.48 | -6.89 | -9.42 | ||
| DP NIGHT SR | ExhaustionFinal | 14 | 4.1 | 0.01 | 14 | 0.0 | 0.00 | 0 | 92.52 | 0.68 | -1.59 | ||
| DP NIGHT SR | Fixation | 14 | 5.3 | 0.10 | 14 | 0.0 | 0.00 | 0 | 91.75 | 6.44 | -10.03 | ||
| DP NIGHT SR | Substantivity | 14 | 13.3 | 0.38 | 14 | 0.0 | 0.00 | 0 | 58.18 | -23.23 | -18.51 | ||
| GOLD SE | ExhaustionEndAlkali | 158 | 3.2 | 0.85 | 126 | 5.2 | 0.52 | 32 | 0.00 | 0.00 | 0.00 | ||
| GOLD SE | ExhaustionFinal | 158 | 2.8 | 0.85 | 126 | 6.5 | 0.32 | 32 | 0.00 | 0.00 | 0.00 | ||
| GOLD SE | Fixation | 158 | 3.3 | 0.85 | 126 | 7.8 | 0.35 | 32 | 0.00 | 0.00 | 0.00 | ||
| GOLD SE | Substantivity | 158 | 12.2 | 0.03 | 126 | 9.6 | 0.00 | 32 | 50.30 | 24.46 | -18.90 | ||
| LT RED SE | ExhaustionEndAlkali | 130 | 2.4 | 0.93 | 104 | 6.9 | 0.39 | 26 | 0.00 | 0.00 | 0.00 | ||
| LT RED SE | ExhaustionFinal | 130 | 2.3 | 0.91 | 104 | 5.9 | 0.20 | 26 | 0.00 | 0.00 | 0.00 | ||
| LT RED SE | Fixation | 130 | 4.3 | 0.83 | 104 | 9.1 | -0.25 | 26 | 0.00 | 0.00 | 0.00 | ||
| LT RED SE | Substantivity | 130 | 4.1 | 0.83 | 104 | 8.1 | -0.04 | 26 | 0.00 | 0.00 | 0.00 | ||
| OCEAN SR | ExhaustionEndAlkali | 29 | 9.5 | 0.23 | 29 | 0.0 | 0.00 | 0 | 78.36 | 31.78 | -22.93 | ||
| OCEAN SR | ExhaustionFinal | 29 | 8.0 | 0.20 | 29 | 0.0 | 0.00 | 0 | 85.09 | 16.65 | -7.43 | ||
| OCEAN SR | Fixation | 29 | 10.6 | 0.19 | 29 | 0.0 | 0.00 | 0 | 77.77 | 20.96 | -9.06 | ||
| OCEAN SR | Substantivity | 29 | 12.6 | 0.19 | 29 | 0.0 | 0.00 | 0 | 53.82 | 45.13 | -54.34 | ||
| RED CLBL | ExhaustionEndAlkali | 12 | 6.5 | 0.18 | 12 | 0.0 | 0.00 | 0 | 73.36 | -11.83 | 22.08 | ||
| RED CLBL | ExhaustionFinal | 12 | 5.9 | 0.17 | 12 | 0.0 | 0.00 | 0 | 80.78 | -8.59 | 18.17 | ||
| RED CLBL | Fixation | 12 | 8.5 | 0.07 | 12 | 0.0 | 0.00 | 0 | 72.76 | -9.28 | 17.41 | ||
| RED CLBL | Substantivity | 12 | 9.7 | 0.09 | 12 | 0.0 | 0.00 | 0 | 56.29 | -16.77 | 13.99 | ||
| RED S3B | ExhaustionEndAlkali | 34 | 8.2 | 0.05 | 34 | 0.0 | 0.00 | 0 | 80.16 | -5.23 | 7.33 | ||
| RED S3B | ExhaustionFinal | 34 | 4.9 | 0.25 | 34 | 0.0 | 0.00 | 0 | 86.07 | -1.21 | 9.49 | ||
| RED S3B | Fixation | 34 | 5.9 | 0.20 | 34 | 0.0 | 0.00 | 0 | 79.81 | 5.88 | 5.23 | ||
| RED S3B | Substantivity | 34 | 14.4 | 0.28 | 34 | 0.0 | 0.00 | 0 | 56.81 | -28.25 | -5.80 | ||
| RED SE | ExhaustionEndAlkali | 35 | 6.8 | 0.11 | 35 | 0.0 | 0.00 | 0 | 80.13 | 11.57 | -3.03 | ||
| RED SE | ExhaustionFinal | 35 | 4.8 | 0.11 | 35 | 0.0 | 0.00 | 0 | 85.80 | 8.60 | -2.56 | ||
| RED SE | Fixation | 35 | 6.1 | 0.12 | 35 | 0.0 | 0.00 | 0 | 81.79 | 10.33 | -2.04 | ||
| RED SE | Substantivity | 35 | 12.0 | 0.04 | 35 | 0.0 | 0.00 | 0 | 54.63 | 16.78 | -12.66 | ||
| SP RED | ExhaustionEndAlkali | 8 | 4.7 | 0.69 | 8 | 0.0 | 0.00 | 0 | 98.95 | -8.47 | -24.30 | ||
| SP RED | ExhaustionFinal | 8 | 3.7 | 0.55 | 8 | 0.0 | 0.00 | 0 | 99.26 | -2.06 | -17.09 | ||
| SP RED | Fixation | 8 | 3.2 | 0.76 | 8 | 0.0 | 0.00 | 0 | 95.26 | -1.45 | -25.25 | ||
| SP RED | Substantivity | 8 | 7.9 | 0.61 | 8 | 0.0 | 0.00 | 0 | 84.67 | -6.66 | -39.91 | ||
| TURQUOISE HGN | ExhaustionEndAlkali | 11 | 6.9 | 0.14 | 11 | 0.0 | 0.00 | 0 | 75.98 | -18.90 | 17.77 | ||
| TURQUOISE HGN | ExhaustionFinal | 11 | 5.6 | 0.02 | 11 | 0.0 | 0.00 | 0 | 86.06 | -1.64 | -0.56 | ||
| TURQUOISE HGN | Fixation | 11 | 3.8 | 0.15 | 11 | 0.0 | 0.00 | 0 | 79.49 | -10.48 | 9.08 | ||
| TURQUOISE HGN | Substantivity | 11 | 5.2 | 0.63 | 11 | 0.0 | 0.00 | 0 | 64.61 | -28.17 | 9.44 | ||
| YELLOW CL2R | ExhaustionEndAlkali | 14 | 12.6 | 0.00 | 14 | 0.0 | 0.00 | 0 | 77.14 | -2.35 | -0.22 | ||
| YELLOW CL2R | ExhaustionFinal | 14 | 17.4 | 0.01 | 14 | 0.0 | 0.00 | 0 | 80.67 | -5.92 | 8.28 | ||
| YELLOW CL2R | Fixation | 14 | 16.9 | 0.01 | 14 | 0.0 | 0.00 | 0 | 72.73 | -13.30 | 13.01 | ||
| YELLOW CL2R | Substantivity | 14 | 5.9 | 0.58 | 14 | 0.0 | 0.00 | 0 | 69.99 | -15.77 | -7.93 | ||
| YELLOW FN2R | ExhaustionEndAlkali | 6 | 6.0 | 0.67 | 6 | 0.0 | 0.00 | 0 | 64.54 | 26.70 | -0.69 | ||
| YELLOW FN2R | ExhaustionFinal | 6 | 7.3 | 0.43 | 6 | 0.0 | 0.00 | 0 | 71.91 | 19.37 | 0.02 | ||
| YELLOW FN2R | Fixation | 6 | 5.2 | 0.54 | 6 | 0.0 | 0.00 | 0 | 66.88 | 15.04 | 2.59 | ||
| YELLOW FN2R | Substantivity | 6 | 2.9 | 0.78 | 6 | 0.0 | 0.00 | 0 | 53.29 | 14.24 | -16.02 | ||
| YELLOW S3R | ExhaustionEndAlkali | 27 | 9.4 | 0.12 | 27 | 0.0 | 0.00 | 0 | 81.90 | -12.58 | 0.05 | ||
| YELLOW S3R | ExhaustionFinal | 27 | 8.4 | 0.07 | 27 | 0.0 | 0.00 | 0 | 84.28 | -11.44 | 8.56 | ||
| YELLOW S3R | Fixation | 27 | 11.5 | 0.12 | 27 | 0.0 | 0.00 | 0 | 75.31 | -21.00 | 16.68 | ||
| YELLOW S3R | Substantivity | 27 | 14.0 | 0.34 | 27 | 0.0 | 0.00 | 0 | 63.34 | 24.10 | -52.04 |