Inteligencia artificial. Sensitivity
Enviado por JEAN CARLOS PEÑA SILVA • 12 de Marzo de 2024 • Examen • 524 Palabras (3 Páginas) • 25 Visitas
Sensitivity
|
| 1 | 2 | 3 | 4 |
Euclidean | Training | 100±0 | 99.7188±0.541266 | 99.9062±0.301133 | 99.4688±0.730835 |
Validation | 99.8095±0.652494 | 98.7143±1.81328 | 99.4286±1.23203 | 98.1905±2.12741 | |
Test | 99.8571±0.571186 | 98.6667±1.87291 | 99.5714±0.924019 | 98.4286±1.90051 | |
minkowski | Training | 100±0 | 99.75±0.458541 | 99.875±0.289319 | 99.3281±0.740486 |
Validation | 99.5714±1.04173 | 97.6667±2.69932 | 98.8095±1.87846 | 97.5238±2.49763 | |
Test | 99.7619±0.721538 | 97.8095±2.4452 | 99.0952±1.58738 | 97.619±2.30691 | |
chebychev | Training | 100±0 | 72.6719±9.99428 | 74.6094±3.46252 | 53.3281±9.16105 |
Validation | 71.0952±6.30877 | 46.619±13.4265 | 50.8571±6.0418 | 37.3333±10.5436 | |
Test | 69.1429±7.16647 | 46.2381±11.9783 | 50.1429±6.44304 | 35.6667±8.59798 | |
correlation | Training | 100±0 | 99.0625±0.804811 | 99.7812±0.354342 | 98.7188±1.00768 |
Validation | 98.4762±1.84804 | 95.4762±3.57548 | 98.2857±1.86548 | 96.8571±2.65393 | |
Test | 98.8571±1.93848 | 96.4762±3.16308 | 98.9524±1.19387 | 97.9048±2.02031 | |
spearman | Training | 100±0 | 98.6875±1.1098 | 99.5469±0.525621 | 98.3906±0.811131 |
Validation | 98.1429±2.00016 | 95.2857±3.2798 | 97.8095±2.03173 | 95.619±2.97925 | |
Test | 98.7619±1.61269 | 96±3.27804 | 98.619±1.74035 | 96.381±2.73127 |
5 | 6 | 7 | 8 | 9 | 10 |
99.6094±0.529399 | 98.9531±0.928555 | 99.125±0.71707 | 98.4062±1.04649 | 98.4375±0.920336 | 97.6562±1.0705 |
98.8571±1.53928 | 97.2381±2.65044 | 97.7143±2.03855 | 96.381±2.77331 | 96.9524±2.40705 | 95.5238±3.65199 |
99.1905±1.41146 | 97.619±2.35653 | 98.1429±1.88092 | 96.619±3.00746 | 97.381±2.05494 | 95.8571±2.83805 |
99.5469±0.592465 | 98.7188±0.816488 | 99.0156±0.801865 | 98.0156±1.02545 | 98.3438±0.981128 | 97.1875±1.43796 |
98.4762±2.02717 | 96.6667±3.004 | 97.5714±2.69932 | 95.619±3.31035 | 96.8571±2.86361 | 94.9048±3.72631 |
98.5238±1.79275 | 97.2857±2.25672 | 98.1429±1.81838 | 96.7619±2.24387 | 97.5238±1.98098 | 95.3333±2.71939 |
55.125±4.17046 | 39.7656±6.19042 | 41.5312±4.15011 | 31.3906±5.47601 | 33.125±4.36268 | 25.625±4.481 |
39.3333±7.57885 | 29.4286±8.99607 | 30.9524±7.54458 | 23.4762±7.6815 | 26.0476±7.33323 | 19.8095±7.34946 |
38.8571±6.11186 | 27.2857±8.75426 | 29.381±6.93093 | 22.1905±7.53599 | 24.1429±6.85372 | 18.0476±7.34395 |
99.2344±0.600816 | 98.2344±0.944516 | 98.5312±0.915451 | 97.5781±1.0734 | 98.0312±0.976036 | 97.2812±1.15166 |
97.4762±2.51839 | 96.5238±3.01208 | 96.7619±2.62412 | 96±3.20667 | 96.6667±3.1174 | 96.0476±3.10289 |
98.381±1.76347 | 97.4762±2.11924 | 97.8095±1.97396 | 96.9048±2.89615 | 97.2381±2.37414 | 96.8095±2.48136 |
98.7188±0.785384 | 97.4219±1.02594 | 97.7031±0.912316 | 96.7812±1.2291 | 97.3281±1.19258 | 96.75±1.23637 |
96.619±2.68212 | 95.2857±2.94527 | 96.0476±2.33731 | 95.1905±2.69932 | 96.0952±2.39355 | 95.5238±2.66264 |
97.1429±2.04082 | 95.4762±2.64564 | 96.3333±2.41521 | 95.381±2.94213 | 96.4762±2.41664 | 95.9048±2.76495 |
Tabla 4. Media y desviasion estándar de los porcentajes de sensitivity en los 50 runs
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