Comparativa de 4 modelos | EpiForecast-MX | IMSS 2026 | 2026-03-02 19:26 CDMX
Promedio de métricas. Menor es mejor. Celda verde = ganador.
| Padecimiento | RMSE Prophet | RMSE DeepAR | RMSE Ensemble | RMSE Stacking | MAE Prophet | MAE DeepAR | MAE Ensemble | MAE Stacking | SMAPE Prophet | SMAPE DeepAR | SMAPE Ensemble | SMAPE Stacking | MASE Prophet | MASE DeepAR | MASE Ensemble | MASE Stacking | Productivo | Overfitting | Leakage |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alzheimer | 1.4235 | 0.0238 | 1.4388 | 1.4435 | 1.1451 | 0.0142 | 1.1276 | 1.0045 | 116.27 | 125.18 | 122.25 | 142.83 | 0.7762 | 0.4536 | 0.8183 | 0.6443 | Prophet | OK (1.0x) | OK (115.4%) |
| Depresión | 31.2247 | 0.1867 | 32.5769 | 36.1302 | 25.6816 | 0.1027 | 25.0886 | 28.5408 | 29.26 | 7.49 | 27.75 | 27.97 | 0.9140 | 0.2543 | 0.9311 | 0.9715 | DeepAR | OK (0.1x) | OK (88.6%) |
| Parkinson | 4.0823 | 0.0388 | 3.7342 | 3.8042 | 3.1859 | 0.0225 | 2.8518 | 2.8853 | 77.73 | 56.73 | 76.13 | 87.50 | 0.7961 | 0.3624 | 0.7875 | 0.7796 | DeepAR | OK (0.5x) | OK (111.6%) |
Detalle de métricas a nivel nacional y estatal
| Entidad | Sexo | RMSE P | RMSE D | RMSE E | RMSE S | MAE P | MAE D | MAE E | MAE S | SMAPE P | SMAPE D | SMAPE E | SMAPE S | MASE P | MASE D | MASE E | MASE S | Productivo | Overfitting | Leakage |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Nacional | hombres | 5.1668 | N/A | 5.4077 | 4.9851 | 4.2177 | N/A | 4.2353 | 3.6628 | 24.24 | N/A | 25.95 | 23.14 | 0.5729 | N/A | 0.5993 | 0.5191 | Stacking | OK (1.1x) | OK (20.6%) |
| Nacional | mujeres | 7.7588 | N/A | 7.2736 | 7.0196 | 6.2975 | N/A | 5.3062 | 5.3851 | 23.65 | N/A | 21.48 | 21.47 | 0.5713 | N/A | 0.5120 | 0.5196 | Stacking | OK (0.7x) | OK (29.5%) |
| Nacional | total | 10.8258 | N/A | 10.0289 | 9.6775 | 9.0505 | N/A | 7.3630 | 7.1563 | 20.35 | N/A | 18.01 | 17.57 | 0.5532 | N/A | 0.4776 | 0.4645 | Stacking | OK (0.7x) | OK (25.1%) |
| Entidad | Sexo | RMSE P | RMSE D | RMSE E | RMSE S | MAE P | MAE D | MAE E | MAE S | SMAPE P | SMAPE D | SMAPE E | SMAPE S | MASE P | MASE D | MASE E | MASE S | Productivo | Overfitting | Leakage |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Aguascalientes | hombres | 0.3983 | 0.0308 | 0.4325 | 0.4264 | 0.2599 | 0.0108 | 0.3141 | 0.1455 | 193.74 | 200.00 | 190.86 | 200.00 | 0.9829 | 0.5821 | 1.1883 | 0.5502 | Ensemble | OK (1.0x) | OK (194.0%) |
| Aguascalientes | mujeres | 0.3443 | 0.0257 | 0.4035 | 0.3568 | 0.2906 | 0.0095 | 0.3712 | 0.1273 | 190.95 | 199.98 | 187.83 | 200.00 | 0.6243 | 0.2921 | 0.7974 | 0.2734 | Ensemble | OK (1.0x) | OK (178.9%) |
| Aguascalientes | total | 0.4883 | 0.0187 | 0.7766 | 0.5560 | 0.4464 | 0.0127 | 0.7188 | 0.2727 | 174.11 | 158.25 | 167.63 | 200.00 | 0.7082 | 0.2866 | 1.1405 | 0.4327 | DeepAR | OK (0.8x) | OK (187.6%) |
| Baja California | hombres | 0.8273 | 0.0126 | 0.8027 | 0.6850 | 0.7093 | 0.0077 | 0.7120 | 0.3665 | 143.59 | 160.58 | 150.74 | 199.44 | 0.8111 | 0.3452 | 0.8466 | 0.4358 | Prophet | OK (1.1x) | OK (135.6%) |
| Baja California | mujeres | 1.1308 | 0.0100 | 1.1259 | 1.1077 | 0.9486 | 0.0056 | 0.9476 | 0.8260 | 84.73 | 125.18 | 135.40 | 157.94 | 0.6420 | 0.1512 | 0.6693 | 0.5835 | Prophet | OK (1.0x) | OK (81.8%) |
| Baja California | total | 1.5666 | 0.0149 | 1.4304 | 1.2648 | 1.2922 | 0.0095 | 1.2147 | 1.0100 | 76.51 | 94.35 | 105.15 | 116.08 | 0.6440 | 0.1883 | 0.6328 | 0.5262 | Prophet | OK (1.0x) | OK (75.7%) |
| Baja California Sur | hombres | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.00 | 200.00 | 0.00 | 0.00 | N/A | N/A | N/A | N/A | Prophet | N/D | Sospechoso (0.00%) |
| Baja California Sur | mujeres | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.00 | 200.00 | 0.00 | 0.00 | N/A | N/A | N/A | N/A | Prophet | N/D | Sospechoso (0.00%) |
| Baja California Sur | total | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.00 | 200.00 | 0.00 | 0.00 | N/A | N/A | N/A | N/A | Prophet | N/D | Sospechoso (0.00%) |
| Campeche | hombres | 0.4159 | 0.0401 | 0.7347 | 0.4671 | 0.3754 | 0.0231 | 0.6749 | 0.2182 | 181.15 | 189.34 | 167.35 | 200.00 | 0.9242 | 0.5277 | 1.6618 | 0.5372 | Ensemble | OK (0.8x) | OK (197.8%) |
| Campeche | mujeres | 0.4401 | 0.0495 | 0.4427 | 0.4862 | 0.3107 | 0.0186 | 0.3090 | 0.2000 | 189.79 | 200.00 | 190.21 | 200.00 | 0.7114 | 0.3964 | 0.7074 | 0.4579 | Prophet | OK (1.0x) | OK (183.4%) |
| Campeche | total | 0.7946 | 0.0681 | 0.7178 | 0.7977 | 0.6527 | 0.0365 | 0.6076 | 0.4182 | 156.28 | 183.67 | 170.35 | 200.00 | 0.8978 | 0.4562 | 0.8174 | 0.5626 | Prophet | OK (1.0x) | OK (154.9%) |
| Chiapas | hombres | 0.6745 | 0.0117 | 0.7113 | 0.7862 | 0.5724 | 0.0081 | 0.5860 | 0.4000 | 163.13 | 169.22 | 163.76 | 200.00 | 0.9894 | 0.7831 | 1.0128 | 0.6914 | Prophet | OK (1.0x) | OK (167.1%) |
| Chiapas | mujeres | 0.7475 | 0.0136 | 0.8190 | 0.9342 | 0.6520 | 0.0089 | 0.6522 | 0.5091 | 151.13 | 164.74 | 159.42 | 200.00 | 0.8855 | 0.6853 | 0.9031 | 0.7049 | Prophet | OK (1.0x) | OK (150.0%) |
| Chiapas | total | 1.1695 | 0.0169 | 1.0941 | 1.3242 | 0.8774 | 0.0110 | 0.8525 | 0.8926 | 108.62 | 117.16 | 113.30 | 176.78 | 0.8044 | 0.5589 | 0.7766 | 0.8131 | Prophet | OK (1.0x) | OK (106.8%) |
| Chihuahua | hombres | 1.0270 | 0.0278 | 1.3821 | 1.5198 | 0.8219 | 0.0167 | 0.9948 | 0.9952 | 74.55 | 60.97 | 75.50 | 83.69 | 0.5878 | 0.4704 | 0.7504 | 0.7507 | DeepAR | OK (0.5x) | OK (124.9%) |
| Chihuahua | mujeres | 1.4797 | 0.0096 | 1.8649 | 1.6643 | 1.2017 | 0.0046 | 1.5070 | 1.3766 | 60.70 | 5.45 | 54.67 | 49.69 | 0.5859 | 0.0898 | 0.7843 | 0.7164 | DeepAR | OK (0.1x) | OK (102.2%) |
| Chihuahua | total | 1.8324 | 0.0366 | 2.7182 | 2.4692 | 1.5169 | 0.0211 | 2.1681 | 2.0060 | 46.52 | 16.70 | 51.11 | 46.81 | 0.5363 | 0.3039 | 0.8365 | 0.7739 | DeepAR | OK (0.2x) | OK (88.0%) |
| Ciudad de Mexico | hombres | N/A | 0.0096 | N/A | N/A | N/A | 0.0058 | N/A | N/A | N/A | 173.07 | N/A | N/A | N/A | 0.4603 | N/A | N/A | DeepAR | OK (1.0x) | OK (178.0%) |
| Ciudad de Mexico | mujeres | N/A | 0.0038 | N/A | N/A | N/A | 0.0020 | N/A | N/A | N/A | 89.85 | N/A | N/A | N/A | 0.1183 | N/A | N/A | DeepAR | OK (0.6x) | OK (150.7%) |
| Ciudad de Mexico | total | N/A | 0.0078 | N/A | N/A | N/A | 0.0043 | N/A | N/A | N/A | 62.72 | N/A | N/A | N/A | 0.1853 | N/A | N/A | DeepAR | OK (0.5x) | OK (119.0%) |
| Ciudad de México | hombres | 0.8884 | N/A | 0.8328 | 1.0000 | 0.7254 | N/A | 0.6599 | 0.6000 | 144.48 | N/A | 144.87 | 200.00 | 0.5655 | N/A | 0.5666 | 0.5151 | Prophet | OK (1.3x) | OK (114.1%) |
| Ciudad de México | mujeres | 1.3952 | N/A | 1.3452 | 1.0840 | 1.1459 | N/A | 1.1560 | 0.9218 | 95.65 | N/A | 103.13 | 121.04 | 0.7091 | N/A | 0.7534 | 0.6007 | Prophet | OK (1.1x) | OK (88.7%) |
| Ciudad de México | total | 1.7449 | N/A | 1.6430 | 1.4866 | 1.3004 | N/A | 1.4330 | 1.2680 | 79.94 | N/A | 88.58 | 92.30 | 0.5744 | N/A | 0.6782 | 0.6001 | Prophet | Moderado (1.3x) | OK (61.5%) |
| Coahuila | hombres | 0.9870 | 0.0463 | 1.2517 | 1.4793 | 0.7783 | 0.0291 | 0.9640 | 0.9190 | 127.33 | 185.49 | 137.98 | 187.70 | 0.9543 | 1.0758 | 1.1334 | 1.0805 | Prophet | OK (0.9x) | OK (148.4%) |
| Coahuila | mujeres | 1.2548 | 0.0464 | 1.5019 | 1.5886 | 0.8837 | 0.0335 | 1.0379 | 1.0232 | 130.86 | 132.18 | 130.93 | 151.53 | 0.8916 | 1.0330 | 1.0164 | 1.0021 | Prophet | OK (1.0x) | OK (132.6%) |
| Coahuila | total | 1.7572 | 0.0634 | 2.2051 | 2.2777 | 1.2548 | 0.0436 | 1.7590 | 1.6987 | 89.43 | 98.91 | 108.63 | 115.12 | 0.8068 | 0.8812 | 1.1294 | 1.0906 | Prophet | OK (0.9x) | OK (103.3%) |
| Colima | hombres | 0.8843 | 0.0912 | 0.8964 | 1.0357 | 0.6642 | 0.0718 | 0.6630 | 0.5273 | 148.18 | 163.50 | 152.56 | 200.00 | 1.2747 | 1.0082 | 1.2724 | 1.0119 | Prophet | OK (0.8x) | OK (174.8%) |
| Colima | mujeres | 1.0312 | 0.1422 | 1.0981 | 1.2752 | 0.8730 | 0.0874 | 0.8252 | 0.7177 | 130.92 | 176.55 | 153.50 | 194.57 | 1.2401 | 0.8299 | 1.0715 | 0.9320 | Prophet | OK (0.8x) | OK (155.3%) |
| Colima | total | 1.3594 | 0.1585 | 1.5203 | 1.7127 | 1.1487 | 0.1122 | 1.1163 | 1.1504 | 107.17 | 123.50 | 107.59 | 150.66 | 1.0877 | 0.7283 | 0.9910 | 1.0213 | Prophet | OK (0.8x) | OK (130.6%) |
| Durango | hombres | 1.1382 | 0.0596 | 1.1753 | 1.2577 | 0.7985 | 0.0424 | 0.7890 | 0.7091 | 145.69 | 159.69 | 151.35 | 200.00 | 1.2443 | 1.2106 | 1.2295 | 1.1049 | Prophet | OK (0.9x) | OK (168.9%) |
| Durango | mujeres | 0.8584 | 0.0450 | 0.9592 | 1.0092 | 0.7125 | 0.0238 | 0.8074 | 0.5795 | 136.63 | 167.20 | 144.81 | 188.80 | 0.9529 | 0.5653 | 1.0458 | 0.7506 | Prophet | OK (0.9x) | OK (145.9%) |
| Durango | total | 1.1586 | 0.0753 | 1.7626 | 1.7026 | 0.8864 | 0.0450 | 1.2828 | 1.1414 | 101.32 | 115.81 | 114.74 | 117.37 | 0.7653 | 0.7215 | 1.1197 | 0.9964 | Prophet | OK (0.9x) | OK (111.2%) |
| Guanajuato | hombres | 0.5895 | 0.0100 | 0.6364 | 0.7135 | 0.5333 | 0.0079 | 0.5156 | 0.4000 | 161.44 | 159.63 | 177.12 | 200.00 | 0.8950 | 0.8159 | 0.8655 | 0.6714 | DeepAR | OK (0.8x) | OK (198.4%) |
| Guanajuato | mujeres | 0.8106 | 0.0140 | 0.8941 | 1.2980 | 0.6598 | 0.0100 | 0.7188 | 0.9987 | 133.21 | 107.10 | 101.95 | 199.28 | 0.7807 | 0.7433 | 0.8626 | 1.1984 | Ensemble | OK (0.7x) | OK (141.6%) |
| Guanajuato | total | 1.0251 | 0.0091 | 1.2463 | 1.4453 | 0.7506 | 0.0050 | 0.9705 | 1.0767 | 88.89 | 59.25 | 86.28 | 111.77 | 0.6297 | 0.2663 | 0.8388 | 0.9305 | DeepAR | OK (0.3x) | OK (192.5%) |
| Guerrero | hombres | 0.4516 | 0.0136 | 0.4548 | 0.5045 | 0.3258 | 0.0071 | 0.3539 | 0.2182 | 188.15 | 192.03 | 184.88 | 200.00 | 0.7237 | 0.5570 | 0.7861 | 0.4846 | Ensemble | OK (1.0x) | OK (193.0%) |
| Guerrero | mujeres | 0.6192 | 0.0195 | 0.6496 | 0.7385 | 0.5219 | 0.0135 | 0.5145 | 0.4000 | 166.85 | 181.58 | 172.19 | 200.00 | 0.8540 | 0.7810 | 0.8419 | 0.6545 | Prophet | OK (1.0x) | OK (170.6%) |
| Guerrero | total | 0.8701 | 0.0252 | 0.8177 | 1.0047 | 0.6913 | 0.0175 | 0.6314 | 0.6186 | 152.14 | 161.12 | 153.10 | 195.28 | 0.7791 | 0.7088 | 0.7228 | 0.7081 | Prophet | OK (1.1x) | OK (143.6%) |
| Hidalgo | hombres | 0.4712 | 0.0162 | 0.4641 | 0.4862 | 0.3652 | 0.0056 | 0.2999 | 0.1636 | 189.09 | 200.00 | 191.08 | 200.00 | 0.8147 | 0.3862 | 0.6689 | 0.3650 | Prophet | OK (1.0x) | OK (180.4%) |
| Hidalgo | mujeres | 0.8007 | 0.0255 | 0.8322 | 0.9723 | 0.6670 | 0.0140 | 0.6257 | 0.5455 | 160.15 | 172.98 | 168.31 | 200.00 | 1.1645 | 0.7546 | 1.0924 | 0.9523 | Prophet | OK (0.9x) | OK (170.8%) |
| Hidalgo | total | 0.7772 | 0.0268 | 0.9170 | 1.1521 | 0.6663 | 0.0163 | 0.7720 | 0.7091 | 136.70 | 156.82 | 149.02 | 200.00 | 0.7321 | 0.5733 | 0.8819 | 0.8099 | Prophet | OK (1.0x) | OK (138.3%) |
| Jalisco | hombres | 1.5490 | 0.0114 | 2.2353 | 2.3576 | 1.3198 | 0.0068 | 1.5651 | 1.3058 | 78.99 | 81.94 | 97.70 | 106.73 | 0.7652 | 0.3313 | 0.9129 | 0.7616 | Prophet | OK (1.0x) | OK (82.1%) |
| Jalisco | mujeres | 2.0306 | 0.0155 | 2.1034 | 2.0040 | 1.6557 | 0.0100 | 1.5999 | 1.4207 | 64.95 | 64.63 | 80.60 | 77.82 | 0.8152 | 0.4023 | 0.7718 | 0.6854 | DeepAR | OK (0.5x) | OK (128.4%) |
| Jalisco | total | 2.8166 | 0.0293 | 3.5499 | 3.5907 | 2.2605 | 0.0151 | 2.4743 | 2.1506 | 53.34 | 41.05 | 65.98 | 59.30 | 0.7682 | 0.4226 | 0.8306 | 0.7219 | DeepAR | OK (0.4x) | OK (112.7%) |
| Mexico | hombres | N/A | 0.0032 | N/A | N/A | N/A | 0.0020 | N/A | N/A | N/A | 99.62 | N/A | N/A | N/A | 0.2762 | N/A | N/A | DeepAR | OK (0.7x) | OK (140.9%) |
| Mexico | mujeres | N/A | 0.0046 | N/A | N/A | N/A | 0.0031 | N/A | N/A | N/A | 84.70 | N/A | N/A | N/A | 0.3467 | N/A | N/A | DeepAR | OK (0.7x) | OK (114.2%) |
| Mexico | total | N/A | 0.0031 | N/A | N/A | N/A | 0.0014 | N/A | N/A | N/A | 37.65 | N/A | N/A | N/A | 0.1076 | N/A | N/A | DeepAR | OK (0.5x) | OK (76.7%) |
| Michoacan | hombres | N/A | 0.0128 | N/A | N/A | N/A | 0.0090 | N/A | N/A | N/A | 146.16 | N/A | N/A | N/A | 0.5734 | N/A | N/A | DeepAR | OK (0.9x) | OK (165.2%) |
| Michoacan | mujeres | N/A | 0.0171 | N/A | N/A | N/A | 0.0120 | N/A | N/A | N/A | 119.95 | N/A | N/A | N/A | 0.5442 | N/A | N/A | DeepAR | OK (0.7x) | OK (172.2%) |
| Michoacan | total | N/A | 0.0149 | N/A | N/A | N/A | 0.0085 | N/A | N/A | N/A | 70.48 | N/A | N/A | N/A | 0.2724 | N/A | N/A | DeepAR | OK (0.5x) | OK (152.4%) |
| Michoacán | hombres | 0.7396 | N/A | 0.7013 | 0.8739 | 0.6585 | N/A | 0.6036 | 0.5455 | 140.53 | N/A | 144.70 | 200.00 | 0.8854 | N/A | 0.8058 | 0.7282 | Prophet | OK (1.0x) | OK (143.7%) |
| Michoacán | mujeres | 1.1150 | N/A | 0.9456 | 1.0713 | 0.8763 | N/A | 0.7654 | 0.7969 | 111.99 | N/A | 119.39 | 159.45 | 0.8471 | N/A | 0.7317 | 0.7619 | Prophet | OK (0.9x) | OK (122.4%) |
| Michoacán | total | 1.4170 | N/A | 1.3113 | 1.3759 | 1.1810 | N/A | 1.0207 | 1.0395 | 94.05 | N/A | 95.16 | 105.46 | 0.7950 | N/A | 0.6875 | 0.7001 | Prophet | OK (1.0x) | OK (92.0%) |
| Morelos | hombres | 0.7527 | 0.0354 | 0.8453 | 0.9045 | 0.6025 | 0.0234 | 0.6600 | 0.5273 | 161.32 | 175.36 | 158.70 | 200.00 | 1.0244 | 0.7887 | 1.1222 | 0.8965 | Ensemble | OK (0.9x) | OK (174.0%) |
| Morelos | mujeres | 0.7273 | 0.0377 | 0.7719 | 0.8421 | 0.6063 | 0.0258 | 0.6494 | 0.5273 | 160.46 | 161.09 | 140.61 | 200.00 | 0.8094 | 0.7013 | 0.8921 | 0.7243 | Ensemble | OK (0.8x) | OK (182.4%) |
| Morelos | total | 1.0408 | 0.0507 | 1.2972 | 1.4608 | 0.7646 | 0.0368 | 1.0389 | 1.0392 | 124.21 | 115.64 | 97.28 | 188.65 | 0.6527 | 0.6466 | 0.9207 | 0.9209 | Ensemble | OK (0.5x) | OK (187.3%) |
| México | hombres | 1.4637 | N/A | 0.9777 | 0.9381 | 1.1782 | N/A | 0.7753 | 0.7256 | 129.40 | N/A | 111.15 | 156.41 | 1.0850 | N/A | 0.6324 | 0.5919 | Ensemble | OK (0.6x) | OK (184.3%) |
| México | mujeres | 1.6987 | N/A | 1.2514 | 1.3736 | 1.3609 | N/A | 0.9520 | 1.0520 | 101.87 | N/A | 98.97 | 116.21 | 0.9707 | N/A | 0.6173 | 0.6822 | Ensemble | OK (0.6x) | OK (177.4%) |
| México | total | 2.8103 | N/A | 2.0619 | 1.6640 | 2.2728 | N/A | 1.4962 | 1.2221 | 88.02 | N/A | 95.35 | 69.94 | 1.2031 | N/A | 0.6774 | 0.5533 | Stacking | OK (0.7x) | OK (106.0%) |
| Nayarit | hombres | 0.6991 | 0.0582 | 0.7347 | 0.8090 | 0.5197 | 0.0339 | 0.4957 | 0.4000 | 168.10 | 183.55 | 178.39 | 200.00 | 0.7557 | 0.6098 | 0.7208 | 0.5816 | Prophet | OK (1.1x) | OK (159.8%) |
| Nayarit | mujeres | 0.7822 | 0.0572 | 0.8628 | 1.0439 | 0.6752 | 0.0460 | 0.7225 | 0.6568 | 147.70 | 140.12 | 145.19 | 196.03 | 0.6983 | 0.6108 | 0.7745 | 0.7040 | DeepAR | OK (1.0x) | OK (134.7%) |
| Nayarit | total | 0.9817 | 0.0439 | 1.1361 | 1.3125 | 0.7756 | 0.0290 | 0.8837 | 0.9489 | 108.91 | 93.58 | 114.90 | 149.60 | 0.5507 | 0.2678 | 0.6590 | 0.7076 | DeepAR | OK (0.8x) | OK (112.6%) |
| Nuevo Leon | hombres | N/A | 0.0159 | N/A | N/A | N/A | 0.0120 | N/A | N/A | N/A | 125.11 | N/A | N/A | N/A | 0.6206 | N/A | N/A | DeepAR | OK (1.0x) | OK (130.0%) |
| Nuevo Leon | mujeres | N/A | 0.0171 | N/A | N/A | N/A | 0.0109 | N/A | N/A | N/A | 100.95 | N/A | N/A | N/A | 0.3835 | N/A | N/A | DeepAR | OK (1.0x) | OK (105.9%) |
| Nuevo Leon | total | N/A | 0.0217 | N/A | N/A | N/A | 0.0136 | N/A | N/A | N/A | 71.86 | N/A | N/A | N/A | 0.3748 | N/A | N/A | DeepAR | OK (0.8x) | OK (91.1%) |
| Nuevo León | hombres | 0.8802 | N/A | 0.9616 | 1.2245 | 0.7231 | N/A | 0.6777 | 0.8225 | 105.73 | N/A | 111.89 | 176.17 | 0.6030 | N/A | 0.6058 | 0.7352 | Prophet | OK (1.1x) | OK (99.4%) |
| Nuevo León | mujeres | 1.2175 | N/A | 1.5900 | 1.7318 | 0.9713 | N/A | 1.2672 | 1.2285 | 93.00 | N/A | 116.30 | 142.48 | 0.5681 | N/A | 0.7718 | 0.7483 | Prophet | OK (1.1x) | OK (83.6%) |
| Nuevo León | total | 1.5579 | N/A | 2.1189 | 2.1893 | 1.2515 | N/A | 1.7242 | 1.5803 | 67.19 | N/A | 91.46 | 102.39 | 0.5696 | N/A | 0.8219 | 0.7533 | Prophet | OK (1.1x) | OK (62.0%) |
| Oaxaca | hombres | 0.8254 | 0.0242 | 0.9533 | 1.1442 | 0.6333 | 0.0153 | 0.7378 | 0.6545 | 165.95 | 181.15 | 154.91 | 200.00 | 0.8436 | 0.8566 | 1.0004 | 0.8875 | Ensemble | OK (1.0x) | OK (151.6%) |
| Oaxaca | mujeres | 1.0515 | 0.0313 | 1.2747 | 1.4568 | 0.7811 | 0.0195 | 1.0585 | 0.9824 | 110.34 | 155.47 | 140.71 | 176.17 | 0.7939 | 0.8182 | 1.0729 | 0.9958 | Prophet | OK (0.9x) | OK (124.4%) |
| Oaxaca | total | 1.4220 | 0.0430 | 1.8551 | 2.0591 | 1.0562 | 0.0271 | 1.3891 | 1.4141 | 90.79 | 130.41 | 111.41 | 130.60 | 0.7190 | 0.7848 | 0.9746 | 0.9921 | Prophet | OK (0.9x) | OK (102.1%) |
| Puebla | hombres | 1.1919 | 0.0189 | 1.2356 | 1.3817 | 0.7970 | 0.0095 | 0.7800 | 0.6727 | 148.66 | 163.54 | 154.19 | 200.00 | 1.2272 | 0.9665 | 1.2011 | 1.0359 | Prophet | OK (0.9x) | OK (171.9%) |
| Puebla | mujeres | 1.2715 | 0.0134 | 1.3619 | 1.3024 | 0.9546 | 0.0085 | 0.9882 | 0.6983 | 155.26 | 161.01 | 151.76 | 191.04 | 0.7249 | 0.4442 | 0.7864 | 0.5557 | Ensemble | OK (1.0x) | OK (148.3%) |
| Puebla | total | 1.8750 | 0.0202 | 1.9480 | 1.9558 | 1.5405 | 0.0133 | 1.3889 | 1.2826 | 131.31 | 118.47 | 119.08 | 136.09 | 0.8629 | 0.5093 | 0.8065 | 0.7448 | DeepAR | OK (0.7x) | OK (174.6%) |
| Queretaro | hombres | N/A | 0.0158 | N/A | N/A | N/A | 0.0045 | N/A | N/A | N/A | 199.98 | N/A | N/A | N/A | 0.3510 | N/A | N/A | DeepAR | OK (1.0x) | OK (200.0%) |
| Queretaro | mujeres | N/A | 0.0155 | N/A | N/A | N/A | 0.0041 | N/A | N/A | N/A | 199.99 | N/A | N/A | N/A | 0.3145 | N/A | N/A | DeepAR | OK (1.0x) | OK (200.0%) |
| Queretaro | total | N/A | 0.0197 | N/A | N/A | N/A | 0.0099 | N/A | N/A | N/A | 192.77 | N/A | N/A | N/A | 0.4123 | N/A | N/A | DeepAR | OK (1.0x) | OK (197.6%) |
| Querétaro | hombres | 0.3694 | N/A | 0.3833 | 0.3814 | 0.2540 | N/A | 0.2853 | 0.1091 | 195.07 | N/A | 193.46 | 200.00 | 0.8392 | N/A | 0.9427 | 0.3604 | Ensemble | OK (1.0x) | OK (196.4%) |
| Querétaro | mujeres | 0.4546 | N/A | 0.4889 | 0.4671 | 0.2792 | N/A | 0.4026 | 0.1455 | 194.10 | N/A | 187.59 | 200.00 | 0.9110 | N/A | 1.3136 | 0.4745 | Ensemble | OK (1.0x) | OK (193.2%) |
| Querétaro | total | 0.5544 | N/A | 0.6215 | 0.6030 | 0.4496 | N/A | 0.5030 | 0.2545 | 181.85 | N/A | 185.83 | 200.00 | 0.7875 | N/A | 0.8811 | 0.4459 | Prophet | OK (1.0x) | OK (174.5%) |
| Quintana Roo | hombres | 0.3096 | 0.0167 | 0.3301 | 0.3303 | 0.2012 | 0.0052 | 0.2200 | 0.1091 | 195.43 | 199.99 | 196.52 | 200.00 | 0.6525 | 0.3124 | 0.7134 | 0.3537 | Prophet | OK (1.0x) | OK (189.9%) |
| Quintana Roo | mujeres | 0.6172 | 0.0350 | 0.6284 | 0.6742 | 0.4273 | 0.0145 | 0.3686 | 0.2727 | 184.71 | 199.99 | 188.36 | 200.00 | 1.0673 | 0.6758 | 0.9205 | 0.6812 | Prophet | OK (1.0x) | OK (184.9%) |
| Quintana Roo | total | 0.6440 | 0.0340 | 0.6513 | 0.7508 | 0.5372 | 0.0247 | 0.5117 | 0.3818 | 165.22 | 165.44 | 168.03 | 200.00 | 0.8549 | 0.7338 | 0.8143 | 0.6076 | Prophet | OK (1.0x) | OK (164.8%) |
| San Luis Potosi | hombres | N/A | 0.0089 | N/A | N/A | N/A | 0.0024 | N/A | N/A | N/A | 199.99 | N/A | N/A | N/A | 0.1316 | N/A | N/A | DeepAR | OK (1.0x) | OK (200.0%) |
| San Luis Potosi | mujeres | N/A | 0.0102 | N/A | N/A | N/A | 0.0035 | N/A | N/A | N/A | 191.70 | N/A | N/A | N/A | 0.1302 | N/A | N/A | DeepAR | OK (1.0x) | OK (200.0%) |
| San Luis Potosi | total | N/A | 0.0092 | N/A | N/A | N/A | 0.0032 | N/A | N/A | N/A | 178.86 | N/A | N/A | N/A | 0.0829 | N/A | N/A | DeepAR | OK (0.9x) | OK (192.2%) |
| San Luis Potosí | hombres | 0.3220 | N/A | 0.4648 | 0.2697 | 0.2977 | N/A | 0.4342 | 0.0727 | 194.09 | N/A | 193.41 | 200.00 | 0.5798 | N/A | 0.8458 | 0.1417 | Ensemble | OK (1.2x) | OK (166.6%) |
| San Luis Potosí | mujeres | 0.8834 | N/A | 0.6339 | 0.3130 | 0.7277 | N/A | 0.6000 | 0.1776 | 133.12 | N/A | 184.39 | 196.29 | 0.9939 | N/A | 0.7849 | 0.2323 | Prophet | OK (0.9x) | OK (146.0%) |
| San Luis Potosí | total | 1.0489 | N/A | 1.1545 | 0.5106 | 0.8016 | N/A | 1.0718 | 0.4956 | 95.30 | N/A | 168.14 | 175.16 | 0.7541 | N/A | 0.9973 | 0.4611 | Prophet | OK (0.9x) | OK (108.2%) |
| Sinaloa | hombres | 1.2482 | 0.0198 | 1.0639 | 1.1182 | 0.9861 | 0.0132 | 0.9255 | 0.9530 | 90.19 | 83.46 | 119.46 | 121.90 | 0.6575 | 0.2733 | 0.6340 | 0.6528 | DeepAR | OK (0.7x) | OK (114.0%) |
| Sinaloa | mujeres | 1.4524 | 0.0146 | 1.5715 | 1.6388 | 1.1748 | 0.0068 | 1.2149 | 1.3044 | 77.15 | 51.75 | 73.47 | 91.88 | 0.6933 | 0.1226 | 0.7289 | 0.7826 | DeepAR | OK (0.5x) | OK (97.2%) |
| Sinaloa | total | 2.1027 | 0.0220 | 1.8454 | 1.8893 | 1.7269 | 0.0119 | 1.5242 | 1.4888 | 61.78 | 30.43 | 55.08 | 59.09 | 0.6887 | 0.1488 | 0.6285 | 0.6138 | DeepAR | OK (0.4x) | OK (78.0%) |
| Sonora | hombres | 0.7698 | 0.0266 | 0.8295 | 0.9535 | 0.6492 | 0.0183 | 0.6576 | 0.5455 | 136.80 | 160.85 | 156.43 | 200.00 | 0.6088 | 0.5525 | 0.6731 | 0.5627 | Prophet | OK (1.1x) | OK (125.3%) |
| Sonora | mujeres | 1.0075 | 0.0166 | 1.0740 | 1.2251 | 0.7936 | 0.0086 | 0.8942 | 0.9126 | 109.31 | 97.01 | 115.82 | 170.37 | 0.6565 | 0.2181 | 0.7665 | 0.7822 | DeepAR | OK (0.6x) | OK (161.2%) |
| Sonora | total | 1.2792 | 0.0334 | 1.3992 | 1.6069 | 1.0328 | 0.0220 | 1.1202 | 1.2387 | 83.27 | 88.28 | 84.41 | 124.30 | 0.5684 | 0.3807 | 0.6592 | 0.7306 | Prophet | OK (1.1x) | OK (76.8%) |
| Tabasco | hombres | 0.5916 | 0.0203 | 0.5647 | 0.6030 | 0.5444 | 0.0111 | 0.4845 | 0.2545 | 177.12 | 186.18 | 179.25 | 200.00 | 0.8408 | 0.4121 | 0.7482 | 0.3931 | Prophet | OK (1.1x) | OK (163.1%) |
| Tabasco | mujeres | 0.5624 | 0.0232 | 0.6346 | 0.5222 | 0.5304 | 0.0103 | 0.6060 | 0.2000 | 180.70 | 199.98 | 177.27 | 200.00 | 0.7957 | 0.3706 | 0.9091 | 0.3000 | Ensemble | OK (1.1x) | OK (156.6%) |
| Tabasco | total | 1.0933 | 0.0245 | 0.7973 | 0.6817 | 0.9171 | 0.0193 | 0.7002 | 0.5132 | 101.59 | 155.31 | 138.94 | 173.51 | 0.8186 | 0.4179 | 0.6324 | 0.4634 | Prophet | OK (0.8x) | OK (126.3%) |
| Tamaulipas | hombres | 1.0987 | 0.0131 | 1.0952 | 0.9343 | 0.8493 | 0.0069 | 0.9271 | 0.7725 | 106.81 | 121.78 | 123.33 | 134.00 | 0.7358 | 0.2149 | 0.8244 | 0.6869 | Prophet | OK (1.1x) | OK (100.9%) |
| Tamaulipas | mujeres | 1.6631 | 0.0318 | 1.5272 | 1.3160 | 1.2546 | 0.0193 | 1.2964 | 1.0842 | 85.03 | 92.35 | 99.89 | 99.30 | 0.8172 | 0.4352 | 0.8283 | 0.6927 | Prophet | OK (1.0x) | OK (85.1%) |
| Tamaulipas | total | 2.1361 | 0.0219 | 2.1427 | 2.0818 | 1.6270 | 0.0111 | 1.7600 | 1.7194 | 65.27 | 45.21 | 80.96 | 80.90 | 0.7398 | 0.1788 | 0.8031 | 0.7845 | DeepAR | OK (0.5x) | OK (88.1%) |
| Tlaxcala | hombres | 0.3623 | 0.0292 | 0.3896 | 0.3814 | 0.2011 | 0.0086 | 0.3125 | 0.1091 | 196.67 | 200.00 | 193.49 | 200.00 | 0.9545 | 0.5478 | 1.4830 | 0.5177 | Ensemble | OK (1.0x) | OK (200.0%) |
| Tlaxcala | mujeres | 0.1883 | 0.0146 | 0.2851 | 0.1907 | 0.0954 | 0.0029 | 0.2673 | 0.0364 | 199.17 | 200.00 | 197.20 | 200.00 | 0.3194 | 0.1305 | 0.8943 | 0.1217 | Ensemble | OK (1.0x) | OK (193.9%) |
| Tlaxcala | total | 0.4812 | 0.0386 | 0.4896 | 0.5045 | 0.2906 | 0.0115 | 0.2721 | 0.1455 | 193.92 | 200.00 | 194.66 | 200.00 | 0.6322 | 0.3361 | 0.5918 | 0.3164 | Prophet | OK (1.1x) | OK (183.4%) |
| Veracruz | hombres | 1.1775 | 0.0088 | 1.2110 | 1.0715 | 0.8900 | 0.0050 | 1.0186 | 0.7932 | 88.32 | 112.99 | 116.75 | 141.85 | 0.7376 | 0.3340 | 0.8413 | 0.6551 | Prophet | OK (1.0x) | OK (88.9%) |
| Veracruz | mujeres | 1.5042 | 0.0068 | 1.2611 | 1.1382 | 1.2682 | 0.0028 | 1.0666 | 0.9512 | 78.00 | 67.41 | 88.86 | 94.24 | 0.7459 | 0.1365 | 0.6407 | 0.5714 | DeepAR | OK (0.5x) | OK (145.6%) |
| Veracruz | total | 2.0927 | 0.0088 | 1.9433 | 1.7094 | 1.6839 | 0.0039 | 1.5946 | 1.4246 | 61.33 | 52.20 | 80.38 | 85.33 | 0.7185 | 0.1332 | 0.6840 | 0.6111 | DeepAR | OK (0.4x) | OK (125.6%) |
| Yucatan | hombres | N/A | 0.0155 | N/A | N/A | N/A | 0.0123 | N/A | N/A | N/A | 189.15 | N/A | N/A | N/A | 0.5679 | N/A | N/A | DeepAR | OK (1.1x) | OK (176.0%) |
| Yucatan | mujeres | N/A | 0.0218 | N/A | N/A | N/A | 0.0104 | N/A | N/A | N/A | 194.94 | N/A | N/A | N/A | 0.3210 | N/A | N/A | DeepAR | OK (1.0x) | OK (199.5%) |
| Yucatan | total | N/A | 0.0241 | N/A | N/A | N/A | 0.0142 | N/A | N/A | N/A | 168.51 | N/A | N/A | N/A | 0.3136 | N/A | N/A | DeepAR | OK (1.0x) | OK (174.2%) |
| Yucatán | hombres | 0.3358 | N/A | 0.3492 | 0.3568 | 0.2687 | N/A | 0.2494 | 0.1273 | 191.70 | N/A | 191.51 | 200.00 | 0.5334 | N/A | 0.4950 | 0.2526 | Ensemble | OK (1.0x) | OK (200.0%) |
| Yucatán | mujeres | 0.8097 | N/A | 0.5745 | 0.6030 | 0.6456 | N/A | 0.4220 | 0.2545 | 163.37 | N/A | 188.23 | 200.00 | 0.8568 | N/A | 0.5634 | 0.3398 | Prophet | OK (1.1x) | OK (149.9%) |
| Yucatán | total | 1.0042 | N/A | 0.7192 | 0.7034 | 0.8142 | N/A | 0.6420 | 0.4011 | 135.88 | N/A | 157.62 | 195.39 | 0.7664 | N/A | 0.6115 | 0.3821 | Prophet | OK (1.2x) | OK (117.5%) |
| Zacatecas | hombres | 0.3092 | 0.0191 | 0.3140 | 0.3303 | 0.1913 | 0.0059 | 0.1904 | 0.1091 | 195.85 | 200.00 | 195.20 | 200.00 | 0.9077 | 0.4564 | 0.9037 | 0.5177 | Ensemble | OK (1.0x) | OK (191.2%) |
| Zacatecas | mujeres | 0.3342 | 0.0226 | 0.3579 | 0.3568 | 0.2551 | 0.0083 | 0.2651 | 0.1273 | 192.60 | 199.99 | 194.39 | 200.00 | 0.8537 | 0.4508 | 0.8870 | 0.4259 | Prophet | OK (1.0x) | OK (192.4%) |
| Zacatecas | total | 0.4624 | 0.0320 | 0.4997 | 0.5222 | 0.3715 | 0.0142 | 0.3719 | 0.2364 | 183.80 | 199.96 | 187.17 | 200.00 | 0.7884 | 0.4903 | 0.7892 | 0.5016 | Prophet | OK (1.0x) | OK (182.8%) |
| general | total | N/A | 0.0066 | N/A | N/A | N/A | 0.0055 | N/A | N/A | N/A | 17.38 | N/A | N/A | N/A | 0.4491 | N/A | N/A | DeepAR | OK (0.7x) | OK (26.3%) |
| hombres | total | N/A | 0.0041 | N/A | N/A | N/A | 0.0033 | N/A | N/A | N/A | 27.02 | N/A | N/A | N/A | 0.5869 | N/A | N/A | DeepAR | OK (0.9x) | OK (29.7%) |
| mujeres | total | N/A | 0.0061 | N/A | N/A | N/A | 0.0051 | N/A | N/A | N/A | 25.59 | N/A | N/A | N/A | 0.6234 | N/A | N/A | DeepAR | OK (0.7x) | OK (36.6%) |
| region Metropolitana alta | hombres | N/A | 0.0041 | N/A | N/A | N/A | 0.0033 | N/A | N/A | N/A | 38.22 | N/A | N/A | N/A | 0.4343 | N/A | N/A | DeepAR | OK (0.8x) | OK (49.8%) |
| region Metropolitana alta | mujeres | N/A | 0.0068 | N/A | N/A | N/A | 0.0059 | N/A | N/A | N/A | 44.78 | N/A | N/A | N/A | 0.5947 | N/A | N/A | DeepAR | OK (0.8x) | OK (58.1%) |
| region Metropolitana alta | total | N/A | 0.0093 | N/A | N/A | N/A | 0.0071 | N/A | N/A | N/A | 31.93 | N/A | N/A | N/A | 0.5277 | N/A | N/A | DeepAR | OK (0.8x) | OK (40.6%) |
| region Rural / dispersa | hombres | N/A | 0.0026 | N/A | N/A | N/A | 0.0013 | N/A | N/A | N/A | 25.59 | N/A | N/A | N/A | 0.1581 | N/A | N/A | DeepAR | OK (0.3x) | OK (87.7%) |
| region Rural / dispersa | mujeres | N/A | 0.0042 | N/A | N/A | N/A | 0.0021 | N/A | N/A | N/A | 15.75 | N/A | N/A | N/A | 0.1801 | N/A | N/A | DeepAR | OK (0.2x) | OK (76.1%) |
| region Rural / dispersa | total | N/A | 0.0025 | N/A | N/A | N/A | 0.0014 | N/A | N/A | N/A | 6.54 | N/A | N/A | N/A | 0.0851 | N/A | N/A | DeepAR | OK (0.1x) | OK (63.5%) |
| region Sur-Sureste vulnerable | hombres | N/A | 0.0045 | N/A | N/A | N/A | 0.0022 | N/A | N/A | N/A | 40.21 | N/A | N/A | N/A | 0.2186 | N/A | N/A | DeepAR | OK (0.4x) | OK (93.7%) |
| region Sur-Sureste vulnerable | mujeres | N/A | 0.0063 | N/A | N/A | N/A | 0.0032 | N/A | N/A | N/A | 42.22 | N/A | N/A | N/A | 0.2599 | N/A | N/A | DeepAR | OK (0.4x) | OK (101.8%) |
| region Sur-Sureste vulnerable | total | N/A | 0.0081 | N/A | N/A | N/A | 0.0038 | N/A | N/A | N/A | 21.96 | N/A | N/A | N/A | 0.2130 | N/A | N/A | DeepAR | OK (0.3x) | OK (79.3%) |
| region Urbana media | hombres | N/A | 0.0043 | N/A | N/A | N/A | 0.0022 | N/A | N/A | N/A | 15.44 | N/A | N/A | N/A | 0.2139 | N/A | N/A | DeepAR | OK (0.3x) | OK (52.0%) |
| region Urbana media | mujeres | N/A | 0.0019 | N/A | N/A | N/A | 0.0010 | N/A | N/A | N/A | 3.35 | N/A | N/A | N/A | 0.0732 | N/A | N/A | DeepAR | OK (0.1x) | OK (39.1%) |
| region Urbana media | total | N/A | 0.0039 | N/A | N/A | N/A | 0.0020 | N/A | N/A | N/A | 4.57 | N/A | N/A | N/A | 0.0990 | N/A | N/A | DeepAR | OK (0.1x) | OK (36.7%) |
| region_Metropolitana alta | hombres | 2.5391 | N/A | 2.3867 | 2.7665 | 2.1043 | N/A | 1.6370 | 1.9233 | 49.84 | N/A | 43.82 | 55.03 | 0.6853 | N/A | 0.5391 | 0.6334 | Ensemble | OK (0.8x) | OK (53.4%) |
| region_Metropolitana alta | mujeres | 3.2986 | N/A | 2.7591 | 2.6411 | 2.7049 | N/A | 2.2615 | 2.2101 | 40.91 | N/A | 43.38 | 42.96 | 0.6763 | N/A | 0.5700 | 0.5571 | Prophet | OK (1.0x) | OK (41.9%) |
| region_Metropolitana alta | total | 5.0097 | N/A | 3.9593 | 3.8109 | 4.2509 | N/A | 3.0145 | 2.9275 | 37.76 | N/A | 33.97 | 32.63 | 0.7987 | N/A | 0.5549 | 0.5388 | Stacking | OK (0.8x) | OK (39.6%) |
| region_Rural / dispersa | hombres | 1.8886 | N/A | 1.9641 | 2.0769 | 1.5516 | N/A | 1.5437 | 1.5702 | 52.27 | N/A | 59.69 | 62.88 | 0.6584 | N/A | 0.6783 | 0.6900 | Prophet | OK (1.1x) | OK (46.0%) |
| region_Rural / dispersa | mujeres | 2.9694 | N/A | 2.3349 | 2.4199 | 2.4566 | N/A | 1.8170 | 1.8531 | 52.57 | N/A | 43.68 | 44.93 | 0.6881 | N/A | 0.5347 | 0.5453 | Ensemble | OK (1.1x) | OK (38.4%) |
| region_Rural / dispersa | total | 3.9178 | N/A | 3.3467 | 3.3318 | 3.3002 | N/A | 2.5940 | 2.5402 | 41.74 | N/A | 37.98 | 36.65 | 0.6730 | N/A | 0.5600 | 0.5484 | Stacking | OK (1.0x) | OK (37.0%) |
| region_Sur-Sureste vulnerable | hombres | 1.5965 | N/A | 1.3381 | 1.3587 | 1.2595 | N/A | 1.1321 | 1.0125 | 68.30 | N/A | 66.62 | 65.23 | 0.7196 | N/A | 0.6515 | 0.5827 | Stacking | OK (0.8x) | OK (79.1%) |
| region_Sur-Sureste vulnerable | mujeres | 1.8749 | N/A | 1.9363 | 1.8963 | 1.5329 | N/A | 1.6368 | 1.4716 | 59.51 | N/A | 72.62 | 72.11 | 0.7032 | N/A | 0.7725 | 0.6946 | Prophet | OK (1.1x) | OK (56.5%) |
| region_Sur-Sureste vulnerable | total | 2.4336 | N/A | 2.6995 | 2.6077 | 2.0210 | N/A | 2.3010 | 2.0913 | 42.61 | N/A | 56.90 | 54.51 | 0.6309 | N/A | 0.7512 | 0.6827 | Prophet | OK (1.1x) | OK (39.4%) |
| region_Urbana media | hombres | 3.2132 | N/A | 3.5314 | 3.2607 | 2.5831 | N/A | 2.7881 | 2.5793 | 34.40 | N/A | 37.49 | 36.23 | 0.5945 | N/A | 0.6661 | 0.6179 | Prophet | OK (0.9x) | OK (38.0%) |
| region_Urbana media | mujeres | 4.2875 | N/A | 4.1257 | 4.1144 | 3.3987 | N/A | 3.3845 | 3.2622 | 27.93 | N/A | 27.43 | 26.83 | 0.5819 | N/A | 0.6052 | 0.5834 | Stacking | OK (0.8x) | OK (33.6%) |
| region_Urbana media | total | 5.8316 | N/A | 5.6784 | 5.3853 | 4.6369 | N/A | 4.7324 | 4.2878 | 23.15 | N/A | 23.83 | 21.91 | 0.5351 | N/A | 0.5826 | 0.5279 | Stacking | OK (0.8x) | OK (25.8%) |
Detalle de métricas a nivel nacional y estatal
| Entidad | Sexo | RMSE P | RMSE D | RMSE E | RMSE S | MAE P | MAE D | MAE E | MAE S | SMAPE P | SMAPE D | SMAPE E | SMAPE S | MASE P | MASE D | MASE E | MASE S | Productivo | Overfitting | Leakage |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Nacional | hombres | 101.4405 | N/A | 156.1052 | 232.4054 | 86.5120 | N/A | 120.7775 | 195.1775 | 12.64 | N/A | 15.78 | 28.18 | 0.7583 | N/A | 1.0470 | 1.6919 | Prophet | Alto (2.0x) | OK (6.2%) |
| Nacional | mujeres | 270.0428 | N/A | 239.4196 | 289.1227 | 225.8957 | N/A | 146.3557 | 199.2456 | 12.28 | N/A | 7.11 | 9.55 | 0.7132 | N/A | 0.4626 | 0.6298 | Ensemble | OK (1.0x) | OK (6.9%) |
| Nacional | total | 361.0998 | N/A | 372.2314 | 571.4408 | 305.7308 | N/A | 251.8013 | 460.9815 | 12.16 | N/A | 8.75 | 16.97 | 0.7201 | N/A | 0.5907 | 1.0814 | Ensemble | OK (1.1x) | OK (8.1%) |
| Entidad | Sexo | RMSE P | RMSE D | RMSE E | RMSE S | MAE P | MAE D | MAE E | MAE S | SMAPE P | SMAPE D | SMAPE E | SMAPE S | MASE P | MASE D | MASE E | MASE S | Productivo | Overfitting | Leakage |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Aguascalientes | hombres | 3.6930 | 0.0814 | 4.9250 | 4.9799 | 2.8272 | 0.0356 | 3.2936 | 3.3935 | 39.77 | 5.19 | 33.98 | 35.42 | 0.5036 | 0.1012 | 0.6517 | 0.6715 | DeepAR | OK (0.1x) | OK (94.0%) |
| Aguascalientes | mujeres | 7.4048 | 0.0643 | 6.0554 | 6.4662 | 6.0875 | 0.0401 | 4.8048 | 5.1160 | 32.08 | 2.36 | 20.28 | 21.49 | 0.4729 | 0.0492 | 0.4112 | 0.4379 | DeepAR | OK (0.0x) | OK (83.4%) |
| Aguascalientes | total | 9.5576 | 0.2562 | 8.0427 | 8.9926 | 7.8026 | 0.0851 | 5.9706 | 6.7118 | 30.31 | 4.03 | 17.70 | 20.05 | 0.4587 | 0.0791 | 0.3863 | 0.4342 | DeepAR | OK (0.0x) | OK (84.4%) |
| Baja California | hombres | 8.7286 | 0.0657 | 8.6407 | 9.8418 | 6.9278 | 0.0389 | 6.7323 | 7.8421 | 25.62 | 5.60 | 22.15 | 24.48 | 0.7723 | 0.1619 | 0.7444 | 0.8671 | DeepAR | OK (0.0x) | OK (132.7%) |
| Baja California | mujeres | 13.5930 | 0.1167 | 19.0014 | 15.4413 | 10.9588 | 0.0711 | 13.0156 | 10.7346 | 18.07 | 3.63 | 18.08 | 14.55 | 0.6073 | 0.1571 | 0.7597 | 0.6266 | DeepAR | OK (0.0x) | OK (99.6%) |
| Baja California | total | 20.0559 | 0.1195 | 27.4697 | 20.5683 | 15.5431 | 0.0542 | 20.5882 | 13.7475 | 17.63 | 2.09 | 20.70 | 12.95 | 0.6245 | 0.0854 | 0.8592 | 0.5737 | DeepAR | OK (0.0x) | OK (109.0%) |
| Baja California Sur | hombres | 6.2140 | 0.1119 | 2.3522 | 2.5643 | 5.3630 | 0.0458 | 1.9390 | 2.0655 | 66.78 | 21.99 | 55.65 | 62.97 | 1.5448 | 0.0873 | 0.4628 | 0.4930 | DeepAR | OK (0.3x) | OK (77.8%) |
| Baja California Sur | mujeres | 6.4352 | 0.3710 | 4.7269 | 4.4758 | 5.0355 | 0.2234 | 3.6185 | 3.0654 | 36.21 | 18.05 | 35.27 | 31.38 | 0.8768 | 0.3010 | 0.6085 | 0.5155 | DeepAR | OK (0.3x) | OK (53.7%) |
| Baja California Sur | total | 12.0889 | 0.2909 | 5.8228 | 6.0307 | 9.8807 | 0.1349 | 4.1885 | 4.5178 | 44.16 | 7.82 | 30.68 | 34.58 | 1.2724 | 0.1230 | 0.4779 | 0.5155 | DeepAR | OK (0.1x) | OK (53.1%) |
| Campeche | hombres | 3.2219 | 0.2878 | 4.2007 | 3.8694 | 2.5946 | 0.1288 | 3.1475 | 2.9376 | 38.26 | 12.81 | 36.12 | 33.75 | 0.8016 | 0.3592 | 0.9437 | 0.8808 | DeepAR | OK (0.2x) | OK (76.7%) |
| Campeche | mujeres | 6.1535 | 0.3078 | 8.1780 | 8.1177 | 4.8331 | 0.1655 | 6.4537 | 6.4525 | 28.76 | 7.06 | 28.67 | 28.60 | 0.7369 | 0.2315 | 0.9722 | 0.9721 | DeepAR | OK (0.1x) | OK (69.1%) |
| Campeche | total | 7.5007 | 0.4219 | 10.7441 | 10.1951 | 5.8708 | 0.2084 | 8.7103 | 8.4589 | 25.10 | 5.92 | 28.49 | 27.56 | 0.7052 | 0.2315 | 1.0409 | 1.0109 | DeepAR | OK (0.1x) | OK (67.4%) |
| Chiapas | hombres | 5.0825 | 0.0426 | 7.5475 | 5.3359 | 4.0307 | 0.0251 | 6.0099 | 4.2862 | 40.75 | 10.84 | 42.87 | 28.65 | 1.1047 | 0.3491 | 1.5046 | 1.0731 | DeepAR | OK (0.1x) | OK (123.0%) |
| Chiapas | mujeres | 16.2109 | 0.1459 | 20.3077 | 19.8794 | 12.7369 | 0.0956 | 17.4077 | 16.3298 | 37.48 | 10.74 | 35.66 | 29.12 | 1.2771 | 0.4885 | 1.5878 | 1.4895 | DeepAR | OK (0.1x) | OK (95.1%) |
| Chiapas | total | 20.1948 | 0.1176 | 26.1397 | 16.8593 | 16.2460 | 0.0795 | 22.2866 | 13.8288 | 38.44 | 6.39 | 35.54 | 20.29 | 1.3172 | 0.3265 | 1.6376 | 1.0161 | DeepAR | OK (0.1x) | OK (97.9%) |
| Chihuahua | hombres | 16.6762 | 0.1260 | 13.8317 | 14.0686 | 14.2392 | 0.0570 | 10.5284 | 10.7215 | 35.30 | 5.76 | 26.13 | 26.89 | 0.7253 | 0.1212 | 0.5956 | 0.6065 | DeepAR | OK (0.1x) | OK (69.2%) |
| Chihuahua | mujeres | 40.6471 | 0.1560 | 34.1573 | 25.6427 | 34.4023 | 0.0769 | 27.0315 | 17.6578 | 31.44 | 2.98 | 26.15 | 16.38 | 0.9527 | 0.0844 | 0.7894 | 0.5157 | DeepAR | OK (0.1x) | OK (47.6%) |
| Chihuahua | total | 58.1400 | 0.2724 | 37.6510 | 34.0392 | 49.8392 | 0.1368 | 27.4762 | 22.3057 | 32.48 | 3.73 | 18.62 | 14.86 | 0.9305 | 0.1038 | 0.5543 | 0.4500 | DeepAR | OK (0.1x) | OK (52.4%) |
| Ciudad de Mexico | hombres | N/A | 0.0803 | N/A | N/A | N/A | 0.0360 | N/A | N/A | N/A | 2.66 | N/A | N/A | N/A | 0.1310 | N/A | N/A | DeepAR | OK (0.0x) | OK (67.0%) |
| Ciudad de Mexico | mujeres | N/A | 0.2376 | N/A | N/A | N/A | 0.1189 | N/A | N/A | N/A | 3.24 | N/A | N/A | N/A | 0.1612 | N/A | N/A | DeepAR | OK (0.1x) | OK (62.3%) |
| Ciudad de Mexico | total | N/A | 0.3115 | N/A | N/A | N/A | 0.1526 | N/A | N/A | N/A | 3.48 | N/A | N/A | N/A | 0.1592 | N/A | N/A | DeepAR | OK (0.1x) | OK (63.7%) |
| Ciudad de México | hombres | 26.0840 | N/A | 22.3420 | 21.5345 | 19.5305 | N/A | 18.2355 | 16.8020 | 17.70 | N/A | 14.46 | 13.26 | 0.7936 | N/A | 0.7212 | 0.6645 | Stacking | OK (0.6x) | OK (21.8%) |
| Ciudad de México | mujeres | 61.9672 | N/A | 51.2975 | 84.3538 | 47.4669 | N/A | 40.7952 | 72.6224 | 16.70 | N/A | 12.28 | 23.26 | 0.7064 | N/A | 0.6004 | 1.0688 | Ensemble | OK (1.0x) | OK (12.8%) |
| Ciudad de México | total | 83.4830 | N/A | 65.2150 | 117.2731 | 63.1291 | N/A | 51.0672 | 101.1973 | 15.95 | N/A | 11.19 | 23.70 | 0.7317 | N/A | 0.5785 | 1.1465 | Ensemble | OK (0.8x) | OK (14.5%) |
| Coahuila | hombres | 8.4032 | 0.0229 | 6.7184 | 6.9107 | 6.8769 | 0.0097 | 5.1409 | 5.5570 | 47.50 | 2.12 | 32.81 | 36.51 | 1.1931 | 0.0475 | 0.7944 | 0.8587 | DeepAR | OK (0.0x) | OK (76.6%) |
| Coahuila | mujeres | 15.2768 | 0.1605 | 12.6970 | 13.2642 | 12.6306 | 0.0811 | 10.0027 | 10.2140 | 34.22 | 7.78 | 26.18 | 27.66 | 0.8518 | 0.1714 | 0.6690 | 0.6831 | DeepAR | OK (0.2x) | OK (42.4%) |
| Coahuila | total | 21.7924 | 0.0855 | 17.1115 | 18.3484 | 18.1401 | 0.0323 | 13.9642 | 14.2823 | 34.72 | 2.15 | 25.59 | 27.18 | 0.9204 | 0.0507 | 0.6930 | 0.7088 | DeepAR | OK (0.0x) | OK (47.8%) |
| Colima | hombres | 7.0872 | 0.3602 | 11.6637 | 10.2103 | 5.6720 | 0.1438 | 10.0597 | 8.4051 | 48.86 | 5.99 | 66.11 | 40.90 | 1.7302 | 0.2508 | 2.3923 | 1.9988 | DeepAR | OK (0.0x) | OK (136.4%) |
| Colima | mujeres | 11.7360 | 0.5855 | 13.5693 | 14.2133 | 9.3014 | 0.2004 | 12.1347 | 11.3617 | 35.10 | 4.41 | 38.14 | 29.95 | 1.1144 | 0.1566 | 1.2967 | 1.2141 | DeepAR | OK (0.0x) | OK (99.6%) |
| Colima | total | 17.6250 | 0.9596 | 23.0837 | 23.6884 | 14.2564 | 0.5059 | 19.8365 | 18.9339 | 36.49 | 7.63 | 41.10 | 32.12 | 1.3721 | 0.2990 | 1.6029 | 1.5300 | DeepAR | OK (0.1x) | OK (109.9%) |
| Durango | hombres | 7.0506 | 0.0615 | 9.1482 | 9.3077 | 5.8923 | 0.0238 | 7.3237 | 7.7393 | 31.20 | 2.52 | 35.78 | 37.42 | 0.7524 | 0.0566 | 0.9421 | 0.9955 | DeepAR | OK (0.0x) | OK (94.1%) |
| Durango | mujeres | 23.7515 | 0.8899 | 25.8827 | 27.4414 | 18.6911 | 0.5065 | 21.2133 | 22.5847 | 30.77 | 16.90 | 34.52 | 35.95 | 0.9398 | 0.4599 | 1.0489 | 1.1167 | DeepAR | OK (0.2x) | OK (78.8%) |
| Durango | total | 28.5649 | 1.0248 | 32.3974 | 34.7146 | 23.0179 | 0.5705 | 25.5286 | 28.6454 | 29.05 | 12.91 | 30.67 | 33.60 | 0.9078 | 0.4082 | 0.9926 | 1.1138 | DeepAR | OK (0.2x) | OK (79.1%) |
| Guanajuato | hombres | 6.7424 | 0.0250 | 7.0593 | 7.1622 | 5.4145 | 0.0161 | 4.7784 | 5.4284 | 25.65 | 3.66 | 19.09 | 21.56 | 0.9729 | 0.1676 | 0.8085 | 0.9185 | DeepAR | OK (0.0x) | OK (169.2%) |
| Guanajuato | mujeres | 21.6008 | 0.0663 | 24.5815 | 18.7079 | 16.9660 | 0.0334 | 20.6866 | 15.0382 | 21.30 | 3.21 | 23.62 | 18.04 | 0.9994 | 0.1125 | 1.1294 | 0.8210 | DeepAR | OK (0.0x) | OK (165.9%) |
| Guanajuato | total | 26.3087 | 0.0493 | 28.9655 | 22.7653 | 20.5136 | 0.0286 | 24.4636 | 17.7801 | 19.97 | 1.94 | 21.71 | 16.47 | 0.9951 | 0.0807 | 1.1188 | 0.8131 | DeepAR | OK (0.0x) | OK (166.8%) |
| Guerrero | hombres | 6.3498 | 0.0787 | 7.4761 | 7.6453 | 5.0701 | 0.0407 | 5.9966 | 6.0867 | 46.28 | 8.21 | 35.94 | 36.49 | 0.8988 | 0.2394 | 0.9959 | 1.0109 | DeepAR | OK (0.1x) | OK (151.1%) |
| Guerrero | mujeres | 14.8256 | 0.1453 | 25.0787 | 22.8196 | 12.3964 | 0.0496 | 21.7256 | 18.3059 | 38.24 | 5.07 | 46.71 | 37.46 | 0.7936 | 0.1106 | 1.3654 | 1.1505 | DeepAR | OK (0.0x) | OK (142.3%) |
| Guerrero | total | 19.6069 | 0.1965 | 34.5038 | 27.2756 | 16.2665 | 0.0579 | 30.3316 | 21.5784 | 37.81 | 4.22 | 49.70 | 32.62 | 0.8174 | 0.0997 | 1.4711 | 1.0465 | DeepAR | OK (0.0x) | OK (144.6%) |
| Hidalgo | hombres | 3.6790 | 0.0698 | 6.6292 | 7.4308 | 2.9353 | 0.0385 | 4.8055 | 5.6338 | 32.86 | 9.30 | 36.32 | 44.54 | 0.6243 | 0.2583 | 1.0448 | 1.2248 | DeepAR | OK (0.1x) | OK (80.2%) |
| Hidalgo | mujeres | 13.6095 | 0.2664 | 16.1123 | 14.3417 | 11.2283 | 0.1582 | 12.9736 | 11.5377 | 25.57 | 9.46 | 25.34 | 22.58 | 0.8751 | 0.3616 | 0.9595 | 0.8533 | DeepAR | OK (0.1x) | OK (75.9%) |
| Hidalgo | total | 15.3638 | 0.1030 | 16.9144 | 17.0165 | 12.5675 | 0.0607 | 13.1265 | 13.1332 | 23.68 | 2.80 | 19.85 | 19.95 | 0.7817 | 0.1140 | 0.7976 | 0.7980 | DeepAR | OK (0.0x) | OK (76.1%) |
| Jalisco | hombres | 15.9456 | 0.1286 | 21.7892 | 20.1291 | 12.2961 | 0.0627 | 16.3979 | 15.8941 | 21.92 | 6.94 | 24.64 | 23.88 | 0.8031 | 0.3358 | 1.0516 | 1.0193 | DeepAR | OK (0.1x) | OK (110.1%) |
| Jalisco | mujeres | 30.1860 | 0.1735 | 38.7369 | 38.2744 | 22.9415 | 0.0985 | 31.8603 | 32.5786 | 17.30 | 6.15 | 23.47 | 23.88 | 0.7011 | 0.2571 | 0.9963 | 1.0188 | DeepAR | OK (0.1x) | OK (88.5%) |
| Jalisco | total | 41.6940 | 0.1761 | 58.2206 | 54.5327 | 31.4370 | 0.0950 | 48.0753 | 46.4074 | 16.72 | 3.96 | 24.18 | 23.10 | 0.7161 | 0.1840 | 1.1154 | 1.0767 | DeepAR | OK (0.0x) | OK (95.8%) |
| Mexico | hombres | N/A | 0.1161 | N/A | N/A | N/A | 0.0609 | N/A | N/A | N/A | 18.62 | N/A | N/A | N/A | 0.6137 | N/A | N/A | DeepAR | OK (0.3x) | OK (67.8%) |
| Mexico | mujeres | N/A | 0.0145 | N/A | N/A | N/A | 0.0096 | N/A | N/A | N/A | 1.32 | N/A | N/A | N/A | 0.0388 | N/A | N/A | DeepAR | OK (0.0x) | OK (56.8%) |
| Mexico | total | N/A | 0.0411 | N/A | N/A | N/A | 0.0291 | N/A | N/A | N/A | 2.52 | N/A | N/A | N/A | 0.0882 | N/A | N/A | DeepAR | OK (0.0x) | OK (60.7%) |
| Michoacan | hombres | N/A | 0.0274 | N/A | N/A | N/A | 0.0185 | N/A | N/A | N/A | 3.01 | N/A | N/A | N/A | 0.1057 | N/A | N/A | DeepAR | OK (0.0x) | OK (107.2%) |
| Michoacan | mujeres | N/A | 0.1152 | N/A | N/A | N/A | 0.0417 | N/A | N/A | N/A | 2.98 | N/A | N/A | N/A | 0.1134 | N/A | N/A | DeepAR | OK (0.0x) | OK (90.9%) |
| Michoacan | total | N/A | 0.0364 | N/A | N/A | N/A | 0.0230 | N/A | N/A | N/A | 1.03 | N/A | N/A | N/A | 0.0462 | N/A | N/A | DeepAR | OK (0.0x) | OK (94.4%) |
| Michoacán | hombres | 11.1223 | N/A | 9.6732 | 19.6833 | 8.8318 | N/A | 7.7283 | 17.6739 | 33.53 | N/A | 22.61 | 42.72 | 1.1849 | N/A | 0.9251 | 2.1155 | Ensemble | OK (1.0x) | OK (23.6%) |
| Michoacán | mujeres | 24.7844 | N/A | 22.7898 | 40.1599 | 18.3808 | N/A | 18.8825 | 37.0262 | 25.82 | N/A | 19.45 | 33.77 | 1.1828 | N/A | 1.0752 | 2.1084 | Ensemble | OK (1.2x) | OK (16.6%) |
| Michoacán | total | 33.5333 | N/A | 26.8956 | 65.4540 | 25.8169 | N/A | 21.6994 | 60.8730 | 26.23 | N/A | 16.83 | 38.98 | 1.2392 | N/A | 0.9158 | 2.5692 | Ensemble | OK (1.0x) | OK (16.7%) |
| Morelos | hombres | 5.7690 | 0.0559 | 4.1310 | 4.5605 | 4.2608 | 0.0195 | 3.4543 | 3.7538 | 33.50 | 2.94 | 24.50 | 26.65 | 0.6533 | 0.0594 | 0.5336 | 0.5799 | DeepAR | OK (0.0x) | OK (72.0%) |
| Morelos | mujeres | 13.2741 | 0.0456 | 10.0601 | 9.7978 | 10.2834 | 0.0319 | 8.4550 | 8.1403 | 23.34 | 1.56 | 18.33 | 17.50 | 0.5833 | 0.0379 | 0.5062 | 0.4874 | DeepAR | OK (0.0x) | OK (37.4%) |
| Morelos | total | 16.7710 | 0.0564 | 12.1434 | 12.0760 | 12.9133 | 0.0471 | 10.0359 | 9.7942 | 22.64 | 1.40 | 16.42 | 16.01 | 0.5727 | 0.0435 | 0.4683 | 0.4571 | DeepAR | OK (0.0x) | OK (40.8%) |
| México | hombres | 24.8886 | N/A | 24.8787 | 24.3178 | 20.9548 | N/A | 14.8458 | 14.4059 | 34.97 | N/A | 29.71 | 27.68 | 1.3723 | N/A | 0.8801 | 0.8540 | Stacking | OK (0.8x) | OK (32.7%) |
| México | mujeres | 61.7786 | N/A | 31.0172 | 35.0411 | 53.4002 | N/A | 23.6839 | 28.5029 | 31.46 | N/A | 16.05 | 19.26 | 1.4088 | N/A | 0.5630 | 0.6775 | Ensemble | OK (0.3x) | OK (46.8%) |
| México | total | 85.3784 | N/A | 42.2705 | 60.9736 | 73.9472 | N/A | 32.2764 | 51.7860 | 32.21 | N/A | 16.11 | 27.59 | 1.4677 | N/A | 0.5745 | 0.9217 | Ensemble | OK (0.3x) | OK (46.4%) |
| Nayarit | hombres | 8.3439 | 0.3853 | 13.6738 | 10.6850 | 6.7121 | 0.2167 | 11.1849 | 8.4437 | 35.84 | 9.53 | 43.01 | 30.74 | 0.9472 | 0.3734 | 1.5561 | 1.1747 | DeepAR | OK (0.1x) | OK (125.3%) |
| Nayarit | mujeres | 21.5313 | 0.5045 | 23.8115 | 22.4696 | 18.3300 | 0.2796 | 19.7945 | 18.3911 | 38.56 | 5.74 | 41.48 | 38.24 | 0.9640 | 0.1859 | 1.0653 | 0.9898 | DeepAR | OK (0.1x) | OK (89.6%) |
| Nayarit | total | 29.7280 | 0.5047 | 33.8607 | 32.7200 | 25.1587 | 0.3250 | 28.7944 | 27.6221 | 37.01 | 4.65 | 38.88 | 37.46 | 1.0326 | 0.1689 | 1.2105 | 1.1612 | DeepAR | OK (0.0x) | OK (100.2%) |
| Nuevo Leon | hombres | N/A | 0.0671 | N/A | N/A | N/A | 0.0418 | N/A | N/A | N/A | 12.16 | N/A | N/A | N/A | 0.3040 | N/A | N/A | DeepAR | OK (0.1x) | OK (90.4%) |
| Nuevo Leon | mujeres | N/A | 0.1991 | N/A | N/A | N/A | 0.0971 | N/A | N/A | N/A | 7.38 | N/A | N/A | N/A | 0.3071 | N/A | N/A | DeepAR | OK (0.1x) | OK (64.6%) |
| Nuevo Leon | total | N/A | 0.2346 | N/A | N/A | N/A | 0.1311 | N/A | N/A | N/A | 7.91 | N/A | N/A | N/A | 0.3157 | N/A | N/A | DeepAR | OK (0.1x) | OK (73.6%) |
| Nuevo León | hombres | 8.3174 | N/A | 10.2150 | 10.3546 | 6.3839 | N/A | 8.3410 | 8.4454 | 24.85 | N/A | 29.90 | 30.22 | 0.8594 | N/A | 1.0492 | 1.0623 | Prophet | OK (1.2x) | OK (20.7%) |
| Nuevo León | mujeres | 20.7837 | N/A | 22.2762 | 22.7150 | 15.8247 | N/A | 18.2240 | 18.8515 | 22.74 | N/A | 23.00 | 23.67 | 0.9441 | N/A | 0.9966 | 1.0310 | Prophet | Moderado (1.8x) | OK (12.7%) |
| Nuevo León | total | 25.1675 | N/A | 32.5226 | 31.2383 | 18.6992 | N/A | 26.8892 | 25.7194 | 19.62 | N/A | 25.07 | 24.07 | 0.8443 | N/A | 1.1189 | 1.0702 | Prophet | Moderado (1.6x) | OK (12.3%) |
| Oaxaca | hombres | 5.3717 | 0.1589 | 12.2031 | 10.6417 | 4.1758 | 0.0964 | 9.1173 | 8.3601 | 39.37 | 24.43 | 55.32 | 49.53 | 0.9093 | 0.8331 | 1.9022 | 1.7442 | DeepAR | OK (0.2x) | OK (102.6%) |
| Oaxaca | mujeres | 11.3938 | 0.1189 | 13.9710 | 11.4840 | 9.2265 | 0.0666 | 11.2190 | 9.0954 | 36.12 | 11.07 | 39.37 | 30.97 | 0.8474 | 0.2439 | 0.9926 | 0.8047 | DeepAR | OK (0.2x) | OK (52.5%) |
| Oaxaca | total | 13.8306 | 0.1354 | 20.6430 | 18.6177 | 11.2869 | 0.0587 | 16.3788 | 14.7189 | 31.73 | 7.32 | 36.42 | 32.38 | 0.7872 | 0.1663 | 1.1211 | 1.0075 | DeepAR | OK (0.1x) | OK (69.0%) |
| Puebla | hombres | 12.5476 | 0.1180 | 15.1627 | 15.6398 | 9.6043 | 0.0729 | 11.8182 | 12.6100 | 40.30 | 22.60 | 52.30 | 54.65 | 0.9792 | 0.4407 | 1.0852 | 1.1579 | DeepAR | OK (0.2x) | OK (117.1%) |
| Puebla | mujeres | 28.9212 | 0.3406 | 37.8447 | 40.1186 | 21.0967 | 0.2073 | 30.6593 | 34.5667 | 35.88 | 26.45 | 51.93 | 56.74 | 1.0139 | 0.5944 | 1.3338 | 1.5038 | DeepAR | OK (0.3x) | OK (89.9%) |
| Puebla | total | 38.0762 | 0.3674 | 53.6393 | 55.4012 | 28.1737 | 0.2010 | 44.8368 | 48.0291 | 33.87 | 16.28 | 53.21 | 56.05 | 0.9782 | 0.4194 | 1.4200 | 1.5211 | DeepAR | OK (0.2x) | OK (100.4%) |
| Queretaro | hombres | N/A | 0.0512 | N/A | N/A | N/A | 0.0259 | N/A | N/A | N/A | 14.49 | N/A | N/A | N/A | 0.2381 | N/A | N/A | DeepAR | OK (0.1x) | OK (99.5%) |
| Queretaro | mujeres | N/A | 0.2193 | N/A | N/A | N/A | 0.0924 | N/A | N/A | N/A | 11.90 | N/A | N/A | N/A | 0.3303 | N/A | N/A | DeepAR | OK (0.1x) | OK (102.2%) |
| Queretaro | total | N/A | 0.2191 | N/A | N/A | N/A | 0.1030 | N/A | N/A | N/A | 9.75 | N/A | N/A | N/A | 0.3011 | N/A | N/A | DeepAR | OK (0.1x) | OK (94.7%) |
| Querétaro | hombres | 2.5030 | N/A | 3.5879 | 3.4684 | 2.0144 | N/A | 2.5782 | 2.6630 | 48.30 | N/A | 46.30 | 46.11 | 0.7974 | N/A | 1.0006 | 1.0335 | Stacking | OK (0.9x) | OK (52.6%) |
| Querétaro | mujeres | 8.1603 | N/A | 9.1859 | 9.3420 | 5.5666 | N/A | 6.5142 | 7.6129 | 34.82 | N/A | 33.97 | 38.35 | 0.8845 | N/A | 0.9834 | 1.1492 | Ensemble | OK (0.7x) | OK (47.5%) |
| Querétaro | total | 9.2095 | N/A | 11.7927 | 11.9570 | 6.5419 | N/A | 8.2633 | 9.7123 | 31.73 | N/A | 32.53 | 36.57 | 0.8501 | N/A | 1.0200 | 1.1988 | Prophet | Moderado (1.4x) | OK (22.6%) |
| Quintana Roo | hombres | 4.1514 | 0.1184 | 4.2271 | 4.9498 | 3.1972 | 0.0633 | 3.1260 | 4.3615 | 41.85 | 16.93 | 42.25 | 54.36 | 0.8851 | 0.3080 | 0.8187 | 1.1423 | DeepAR | OK (0.1x) | OK (130.7%) |
| Quintana Roo | mujeres | 7.5690 | 0.1213 | 7.7536 | 7.4562 | 6.1850 | 0.0568 | 5.6856 | 5.8208 | 28.35 | 6.47 | 27.93 | 27.67 | 0.6940 | 0.1224 | 0.6588 | 0.6745 | DeepAR | OK (0.1x) | OK (118.3%) |
| Quintana Roo | total | 10.4288 | 0.1579 | 10.9653 | 10.6193 | 8.3810 | 0.1011 | 7.8738 | 8.5248 | 27.84 | 7.41 | 28.52 | 29.24 | 0.7571 | 0.1709 | 0.7163 | 0.7755 | DeepAR | OK (0.1x) | OK (119.2%) |
| San Luis Potosi | hombres | N/A | 0.0411 | N/A | N/A | N/A | 0.0226 | N/A | N/A | N/A | 5.11 | N/A | N/A | N/A | 0.0952 | N/A | N/A | DeepAR | OK (0.1x) | OK (60.1%) |
| San Luis Potosi | mujeres | N/A | 0.0808 | N/A | N/A | N/A | 0.0360 | N/A | N/A | N/A | 3.24 | N/A | N/A | N/A | 0.0765 | N/A | N/A | DeepAR | OK (0.1x) | OK (44.4%) |
| San Luis Potosi | total | N/A | 0.0942 | N/A | N/A | N/A | 0.0564 | N/A | N/A | N/A | 3.27 | N/A | N/A | N/A | 0.0917 | N/A | N/A | DeepAR | OK (0.1x) | OK (44.2%) |
| San Luis Potosí | hombres | 6.1035 | N/A | 5.9385 | 6.5002 | 4.6428 | N/A | 4.4557 | 5.2683 | 35.17 | N/A | 30.29 | 34.83 | 0.6833 | N/A | 0.6661 | 0.7875 | Ensemble | OK (0.8x) | OK (37.6%) |
| San Luis Potosí | mujeres | 12.8180 | N/A | 12.4660 | 15.0107 | 10.0810 | N/A | 10.1026 | 12.5228 | 25.45 | N/A | 23.67 | 27.66 | 0.7382 | N/A | 0.7587 | 0.9404 | Ensemble | OK (1.1x) | OK (21.4%) |
| San Luis Potosí | total | 16.6663 | N/A | 16.3693 | 20.7302 | 13.5717 | N/A | 12.9216 | 17.5257 | 25.43 | N/A | 22.37 | 28.55 | 0.7599 | N/A | 0.7424 | 1.0070 | Ensemble | OK (1.1x) | OK (21.3%) |
| Sinaloa | hombres | 7.3128 | 0.0712 | 6.1513 | 11.2497 | 6.0102 | 0.0241 | 4.9263 | 10.2517 | 29.71 | 4.22 | 19.86 | 35.99 | 0.7868 | 0.0952 | 0.6421 | 1.3362 | DeepAR | OK (0.0x) | OK (95.6%) |
| Sinaloa | mujeres | 15.2016 | 0.2018 | 12.9580 | 19.2283 | 12.3008 | 0.0827 | 9.1646 | 16.1884 | 21.37 | 4.78 | 14.41 | 23.33 | 0.6652 | 0.1422 | 0.5204 | 0.9193 | DeepAR | OK (0.1x) | OK (58.7%) |
| Sinaloa | total | 20.8576 | 0.2784 | 17.4677 | 28.6077 | 17.1916 | 0.1100 | 13.2940 | 25.1157 | 21.91 | 4.16 | 14.93 | 25.67 | 0.7315 | 0.1469 | 0.5863 | 1.1076 | DeepAR | OK (0.1x) | OK (64.1%) |
| Sonora | hombres | 6.8795 | 0.0559 | 5.2637 | 7.5594 | 5.3868 | 0.0255 | 4.4864 | 6.6419 | 34.44 | 5.80 | 30.07 | 40.28 | 0.9745 | 0.1287 | 0.7653 | 1.1330 | DeepAR | OK (0.1x) | OK (65.9%) |
| Sonora | mujeres | 16.5174 | 0.2209 | 16.2695 | 10.4054 | 13.3032 | 0.1252 | 13.4687 | 7.7803 | 28.88 | 8.68 | 33.44 | 17.65 | 0.9775 | 0.2632 | 0.9617 | 0.5555 | DeepAR | OK (0.2x) | OK (51.0%) |
| Sonora | total | 21.7078 | 0.2712 | 15.0665 | 12.3625 | 17.7613 | 0.1225 | 10.9783 | 9.4099 | 29.17 | 6.55 | 19.51 | 16.07 | 1.0406 | 0.2034 | 0.6188 | 0.5304 | DeepAR | OK (0.1x) | OK (49.4%) |
| Tabasco | hombres | 11.0625 | 0.0312 | 12.0591 | 9.5194 | 8.4140 | 0.0151 | 9.9398 | 7.9903 | 40.31 | 1.84 | 38.51 | 32.72 | 1.3068 | 0.0437 | 1.1955 | 0.9610 | DeepAR | OK (0.0x) | OK (142.2%) |
| Tabasco | mujeres | 20.9700 | 0.0964 | 13.6240 | 15.2275 | 16.4198 | 0.0575 | 11.2009 | 12.5426 | 32.89 | 3.54 | 22.42 | 24.55 | 1.1561 | 0.0795 | 0.6443 | 0.7215 | DeepAR | OK (0.0x) | OK (99.5%) |
| Tabasco | total | 28.0228 | 0.2982 | 19.9679 | 17.8688 | 22.5123 | 0.1731 | 16.2853 | 14.4922 | 32.02 | 5.79 | 21.52 | 19.34 | 1.1747 | 0.1757 | 0.6878 | 0.6121 | DeepAR | OK (0.1x) | OK (111.5%) |
| Tamaulipas | hombres | 8.1605 | 0.0299 | 8.6946 | 6.3751 | 6.1772 | 0.0154 | 7.5524 | 5.2662 | 30.87 | 3.52 | 43.47 | 33.65 | 0.6081 | 0.0562 | 0.7822 | 0.5454 | DeepAR | OK (0.1x) | OK (46.8%) |
| Tamaulipas | mujeres | 15.5601 | 0.1422 | 11.0783 | 13.0846 | 11.7777 | 0.0761 | 8.1861 | 10.7225 | 21.66 | 6.51 | 17.89 | 22.34 | 0.6405 | 0.1521 | 0.4624 | 0.6056 | DeepAR | OK (0.2x) | OK (31.9%) |
| Tamaulipas | total | 21.1564 | 0.1358 | 16.6262 | 17.8026 | 16.1910 | 0.0599 | 12.8392 | 14.4126 | 21.74 | 4.49 | 20.52 | 22.45 | 0.6336 | 0.0868 | 0.5263 | 0.5908 | DeepAR | OK (0.1x) | OK (33.5%) |
| Tlaxcala | hombres | 2.9383 | 0.0359 | 3.0017 | 2.8072 | 2.3922 | 0.0161 | 2.3743 | 2.2755 | 47.38 | 15.39 | 53.55 | 53.88 | 1.0937 | 0.0909 | 0.9971 | 0.9556 | DeepAR | OK (0.1x) | OK (147.2%) |
| Tlaxcala | mujeres | 6.7800 | 0.1333 | 5.6342 | 9.6345 | 5.2323 | 0.0754 | 4.4468 | 8.6051 | 30.40 | 6.36 | 24.82 | 42.04 | 1.0818 | 0.1882 | 0.8261 | 1.5985 | DeepAR | OK (0.0x) | OK (146.6%) |
| Tlaxcala | total | 7.9820 | 0.2846 | 7.6579 | 11.3515 | 6.2958 | 0.1813 | 6.3608 | 9.9463 | 28.12 | 11.47 | 27.59 | 39.24 | 1.0495 | 0.3680 | 0.9616 | 1.5036 | DeepAR | OK (0.1x) | OK (145.8%) |
| Veracruz | hombres | 9.2054 | 0.0058 | 7.9110 | 8.6328 | 7.2161 | 0.0043 | 6.3051 | 7.1185 | 23.65 | 1.47 | 22.30 | 25.25 | 0.7426 | 0.0362 | 0.6672 | 0.7533 | DeepAR | OK (0.0x) | OK (82.1%) |
| Veracruz | mujeres | 24.2194 | 0.0402 | 21.0900 | 26.2744 | 19.9291 | 0.0236 | 16.5685 | 21.6625 | 21.97 | 2.91 | 18.13 | 23.54 | 0.7264 | 0.0730 | 0.6359 | 0.8314 | DeepAR | OK (0.0x) | OK (69.8%) |
| Veracruz | total | 32.7004 | 0.0520 | 26.2185 | 30.8668 | 26.8777 | 0.0315 | 21.0923 | 25.1022 | 21.82 | 2.32 | 17.40 | 20.68 | 0.7734 | 0.0769 | 0.6395 | 0.7611 | DeepAR | OK (0.0x) | OK (70.0%) |
| Yucatan | hombres | N/A | 0.0575 | N/A | N/A | N/A | 0.0374 | N/A | N/A | N/A | 4.08 | N/A | N/A | N/A | 0.1632 | N/A | N/A | DeepAR | OK (0.0x) | OK (138.2%) |
| Yucatan | mujeres | N/A | 0.1645 | N/A | N/A | N/A | 0.0862 | N/A | N/A | N/A | 3.72 | N/A | N/A | N/A | 0.1600 | N/A | N/A | DeepAR | OK (0.0x) | OK (119.2%) |
| Yucatan | total | N/A | 0.3501 | N/A | N/A | N/A | 0.1761 | N/A | N/A | N/A | 5.58 | N/A | N/A | N/A | 0.2498 | N/A | N/A | DeepAR | OK (0.0x) | OK (124.2%) |
| Yucatán | hombres | 6.8154 | N/A | 7.6523 | 7.0765 | 5.3004 | N/A | 6.1786 | 5.3059 | 39.55 | N/A | 27.65 | 23.57 | 1.1063 | N/A | 1.1627 | 0.9984 | Stacking | OK (0.5x) | OK (43.4%) |
| Yucatán | mujeres | 15.3052 | N/A | 27.4205 | 15.1405 | 12.3412 | N/A | 24.4299 | 12.5007 | 30.14 | N/A | 39.29 | 19.04 | 1.0349 | N/A | 1.9547 | 1.0002 | Stacking | OK (0.3x) | OK (65.1%) |
| Yucatán | total | 20.7066 | N/A | 30.5930 | 18.1595 | 16.6769 | N/A | 26.9456 | 14.8268 | 30.90 | N/A | 31.39 | 16.85 | 1.0949 | N/A | 1.6478 | 0.9067 | Stacking | OK (0.3x) | OK (52.2%) |
| Zacatecas | hombres | 4.3678 | 0.1130 | 6.0943 | 5.9631 | 3.6428 | 0.0699 | 4.3312 | 4.5248 | 38.44 | 10.03 | 35.86 | 36.75 | 1.0044 | 0.2976 | 1.1361 | 1.1869 | DeepAR | OK (0.1x) | OK (93.2%) |
| Zacatecas | mujeres | 10.6761 | 0.2589 | 11.6318 | 15.7780 | 8.7414 | 0.0882 | 9.4267 | 12.6594 | 27.70 | 4.44 | 24.38 | 30.52 | 1.0607 | 0.1626 | 1.0697 | 1.4366 | DeepAR | OK (0.0x) | OK (94.5%) |
| Zacatecas | total | 13.6686 | 0.3567 | 15.9126 | 20.7167 | 11.1967 | 0.1352 | 12.3415 | 16.7353 | 27.05 | 4.62 | 24.25 | 30.64 | 1.0967 | 0.2003 | 1.1251 | 1.5256 | DeepAR | OK (0.0x) | OK (92.6%) |
| general | total | N/A | 0.2490 | N/A | N/A | N/A | 0.2079 | N/A | N/A | N/A | 9.35 | N/A | N/A | N/A | 0.6157 | N/A | N/A | DeepAR | OK (0.1x) | OK (67.8%) |
| hombres | total | N/A | 0.1169 | N/A | N/A | N/A | 0.0944 | N/A | N/A | N/A | 16.38 | N/A | N/A | N/A | 1.0325 | N/A | N/A | DeepAR | OK (0.2x) | OK (76.1%) |
| mujeres | total | N/A | 0.2702 | N/A | N/A | N/A | 0.2381 | N/A | N/A | N/A | 15.14 | N/A | N/A | N/A | 0.9503 | N/A | N/A | DeepAR | OK (0.3x) | OK (58.7%) |
| region Metropolitana alta | hombres | N/A | 0.1147 | N/A | N/A | N/A | 0.0851 | N/A | N/A | N/A | 12.46 | N/A | N/A | N/A | 0.7440 | N/A | N/A | DeepAR | OK (0.1x) | OK (86.7%) |
| region Metropolitana alta | mujeres | N/A | 0.3050 | N/A | N/A | N/A | 0.2392 | N/A | N/A | N/A | 13.55 | N/A | N/A | N/A | 0.7665 | N/A | N/A | DeepAR | OK (0.2x) | OK (75.5%) |
| region Metropolitana alta | total | N/A | 0.2739 | N/A | N/A | N/A | 0.2280 | N/A | N/A | N/A | 9.61 | N/A | N/A | N/A | 0.5555 | N/A | N/A | DeepAR | OK (0.1x) | OK (67.8%) |
| region Rural / dispersa | hombres | N/A | 0.0588 | N/A | N/A | N/A | 0.0477 | N/A | N/A | N/A | 9.17 | N/A | N/A | N/A | 0.5237 | N/A | N/A | DeepAR | OK (0.1x) | OK (105.6%) |
| region Rural / dispersa | mujeres | N/A | 0.1300 | N/A | N/A | N/A | 0.1042 | N/A | N/A | N/A | 6.97 | N/A | N/A | N/A | 0.4170 | N/A | N/A | DeepAR | OK (0.1x) | OK (89.7%) |
| region Rural / dispersa | total | N/A | 0.1942 | N/A | N/A | N/A | 0.1486 | N/A | N/A | N/A | 7.30 | N/A | N/A | N/A | 0.4539 | N/A | N/A | DeepAR | OK (0.1x) | OK (91.5%) |
| region Sur-Sureste vulnerable | hombres | N/A | 0.0909 | N/A | N/A | N/A | 0.0712 | N/A | N/A | N/A | 12.96 | N/A | N/A | N/A | 0.7529 | N/A | N/A | DeepAR | OK (0.1x) | OK (119.4%) |
| region Sur-Sureste vulnerable | mujeres | N/A | 0.1709 | N/A | N/A | N/A | 0.1215 | N/A | N/A | N/A | 9.11 | N/A | N/A | N/A | 0.4961 | N/A | N/A | DeepAR | OK (0.1x) | OK (93.8%) |
| region Sur-Sureste vulnerable | total | N/A | 0.2642 | N/A | N/A | N/A | 0.2185 | N/A | N/A | N/A | 11.47 | N/A | N/A | N/A | 0.6903 | N/A | N/A | DeepAR | OK (0.1x) | OK (96.1%) |
| region Urbana media | hombres | N/A | 0.0810 | N/A | N/A | N/A | 0.0632 | N/A | N/A | N/A | 9.66 | N/A | N/A | N/A | 0.5275 | N/A | N/A | DeepAR | OK (0.1x) | OK (78.8%) |
| region Urbana media | mujeres | N/A | 0.1350 | N/A | N/A | N/A | 0.1014 | N/A | N/A | N/A | 5.84 | N/A | N/A | N/A | 0.3215 | N/A | N/A | DeepAR | OK (0.1x) | OK (61.4%) |
| region Urbana media | total | N/A | 0.2178 | N/A | N/A | N/A | 0.1663 | N/A | N/A | N/A | 6.85 | N/A | N/A | N/A | 0.3908 | N/A | N/A | DeepAR | OK (0.1x) | OK (69.6%) |
| region_Metropolitana alta | hombres | 52.7675 | N/A | 80.7516 | 71.8626 | 44.4643 | N/A | 68.4912 | 60.3958 | 17.56 | N/A | 27.02 | 23.59 | 1.0107 | N/A | 1.4842 | 1.3088 | Prophet | Moderado (1.9x) | OK (9.4%) |
| region_Metropolitana alta | mujeres | 132.8736 | N/A | 124.8740 | 126.3585 | 112.9738 | N/A | 102.0230 | 101.8749 | 16.86 | N/A | 14.67 | 14.44 | 0.9088 | N/A | 0.8104 | 0.8092 | Stacking | OK (0.6x) | OK (23.5%) |
| region_Metropolitana alta | total | 175.9755 | N/A | 209.6871 | 228.3187 | 152.6425 | N/A | 174.5924 | 198.8178 | 16.71 | N/A | 18.44 | 21.66 | 0.9427 | N/A | 1.0544 | 1.2007 | Prophet | Alto (2.6x) | OK (6.5%) |
| region_Rural / dispersa | hombres | 32.2231 | N/A | 27.4721 | 27.5399 | 26.9864 | N/A | 17.3058 | 16.7450 | 21.61 | N/A | 11.35 | 11.05 | 1.0796 | N/A | 0.6637 | 0.6421 | Stacking | OK (0.5x) | OK (21.1%) |
| region_Rural / dispersa | mujeres | 85.9745 | N/A | 64.2549 | 67.2364 | 74.1585 | N/A | 43.6312 | 43.2946 | 20.56 | N/A | 10.30 | 10.49 | 1.0528 | N/A | 0.6097 | 0.6050 | Ensemble | OK (1.0x) | OK (10.5%) |
| region_Rural / dispersa | total | 118.4614 | N/A | 90.1292 | 100.3896 | 103.1072 | N/A | 58.8760 | 62.9215 | 20.92 | N/A | 10.28 | 11.39 | 1.1199 | N/A | 0.6285 | 0.6717 | Ensemble | OK (1.0x) | OK (10.3%) |
| region_Sur-Sureste vulnerable | hombres | 20.6226 | N/A | 26.9707 | 18.9395 | 17.2841 | N/A | 21.5626 | 14.9329 | 24.75 | N/A | 22.83 | 15.35 | 1.1979 | N/A | 1.3250 | 0.9176 | Stacking | OK (0.4x) | OK (36.6%) |
| region_Sur-Sureste vulnerable | mujeres | 41.9293 | N/A | 50.1881 | 34.4883 | 33.5963 | N/A | 42.8484 | 26.6241 | 18.06 | N/A | 17.98 | 11.29 | 0.8648 | N/A | 1.0129 | 0.6294 | Stacking | OK (0.7x) | OK (16.5%) |
| region_Sur-Sureste vulnerable | total | 57.2310 | N/A | 74.4409 | 46.9243 | 46.0508 | N/A | 64.2024 | 36.2631 | 18.02 | N/A | 19.50 | 11.00 | 0.9274 | N/A | 1.1751 | 0.6637 | Stacking | OK (0.7x) | OK (15.3%) |
| region_Urbana media | hombres | 40.9890 | N/A | 48.4272 | 62.6328 | 34.2607 | N/A | 31.7504 | 44.1421 | 14.10 | N/A | 11.77 | 16.99 | 0.6854 | N/A | 0.6619 | 0.9202 | Ensemble | OK (0.5x) | OK (24.4%) |
| region_Urbana media | mujeres | 110.5991 | N/A | 117.8444 | 103.7400 | 91.7586 | N/A | 84.5388 | 66.4420 | 13.46 | N/A | 11.95 | 9.06 | 0.7121 | N/A | 0.6692 | 0.5259 | Stacking | OK (0.4x) | OK (22.3%) |
| region_Urbana media | total | 145.6816 | N/A | 224.2418 | 186.4522 | 122.4496 | N/A | 189.3879 | 129.3473 | 13.25 | N/A | 19.90 | 13.29 | 0.6995 | N/A | 1.1110 | 0.7588 | Prophet | Alto (2.8x) | OK (4.7%) |
Detalle de métricas a nivel nacional y estatal
| Entidad | Sexo | RMSE P | RMSE D | RMSE E | RMSE S | MAE P | MAE D | MAE E | MAE S | SMAPE P | SMAPE D | SMAPE E | SMAPE S | MASE P | MASE D | MASE E | MASE S | Productivo | Overfitting | Leakage |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Nacional | hombres | 24.9758 | N/A | 19.0294 | 15.7456 | 21.2174 | N/A | 15.8015 | 12.5886 | 24.49 | N/A | 19.74 | 15.93 | 0.8412 | N/A | 0.6470 | 0.5154 | Stacking | OK (0.7x) | OK (22.9%) |
| Nacional | mujeres | 23.0922 | N/A | 20.2022 | 20.8584 | 19.4538 | N/A | 14.3375 | 13.9956 | 26.61 | N/A | 19.53 | 19.02 | 0.8062 | N/A | 0.6088 | 0.5943 | Stacking | OK (0.7x) | OK (27.6%) |
| Nacional | total | 44.2673 | N/A | 34.0531 | 46.6508 | 35.5795 | N/A | 24.9854 | 35.0269 | 22.39 | N/A | 16.19 | 25.48 | 0.7612 | N/A | 0.5514 | 0.7729 | Ensemble | OK (0.8x) | OK (19.4%) |
| Entidad | Sexo | RMSE P | RMSE D | RMSE E | RMSE S | MAE P | MAE D | MAE E | MAE S | SMAPE P | SMAPE D | SMAPE E | SMAPE S | MASE P | MASE D | MASE E | MASE S | Productivo | Overfitting | Leakage |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Aguascalientes | hombres | 0.9286 | 0.0491 | 0.7296 | 0.7791 | 0.7524 | 0.0365 | 0.6072 | 0.6094 | 126.17 | 142.34 | 111.48 | 169.47 | 0.8468 | 0.5722 | 0.6659 | 0.6683 | Ensemble | OK (0.8x) | OK (137.4%) |
| Aguascalientes | mujeres | 0.7431 | 0.0355 | 0.5687 | 0.6814 | 0.6267 | 0.0249 | 0.5203 | 0.4286 | 141.47 | 161.53 | 151.53 | 200.00 | 0.8144 | 0.4630 | 0.6772 | 0.5579 | Prophet | OK (1.0x) | OK (140.4%) |
| Aguascalientes | total | 1.2156 | 0.0349 | 1.0132 | 0.8630 | 0.9147 | 0.0217 | 0.8830 | 0.6940 | 82.85 | 68.39 | 86.78 | 89.27 | 0.7082 | 0.2370 | 0.6769 | 0.5319 | DeepAR | OK (0.4x) | OK (166.3%) |
| Baja California | hombres | 1.4807 | 0.0154 | 1.5468 | 1.1903 | 1.2345 | 0.0102 | 1.3173 | 0.8634 | 70.58 | 64.89 | 94.12 | 89.69 | 0.6207 | 0.2028 | 0.6967 | 0.4566 | DeepAR | OK (0.6x) | OK (115.0%) |
| Baja California | mujeres | 1.9793 | 0.0142 | 1.1016 | 1.2089 | 1.2926 | 0.0082 | 0.8800 | 0.9039 | 83.16 | 72.47 | 91.84 | 113.99 | 0.6532 | 0.1578 | 0.4504 | 0.4626 | DeepAR | OK (0.6x) | OK (126.3%) |
| Baja California | total | 2.5750 | 0.0143 | 1.7603 | 1.7225 | 1.9337 | 0.0067 | 1.3926 | 1.3162 | 54.52 | 30.07 | 61.30 | 64.72 | 0.6018 | 0.0809 | 0.4484 | 0.4238 | DeepAR | OK (0.3x) | OK (97.9%) |
| Baja California Sur | hombres | 0.8401 | 0.1468 | 1.2660 | 1.5811 | 0.6877 | 0.1142 | 1.0148 | 1.0714 | 147.64 | 138.88 | 140.07 | 200.00 | 0.9467 | 1.1839 | 1.3177 | 1.3913 | DeepAR | OK (0.9x) | OK (155.0%) |
| Baja California Sur | mujeres | 0.7302 | 0.0930 | 0.7682 | 0.8557 | 0.5703 | 0.0574 | 0.5369 | 0.4464 | 165.35 | 169.07 | 175.28 | 200.00 | 1.0058 | 0.8089 | 0.9468 | 0.7873 | Prophet | OK (1.0x) | OK (171.3%) |
| Baja California Sur | total | 1.1114 | 0.1344 | 1.4883 | 1.7777 | 0.8724 | 0.0859 | 1.2251 | 1.3861 | 112.96 | 99.87 | 108.98 | 151.67 | 0.8223 | 0.6303 | 1.1259 | 1.2738 | DeepAR | OK (0.7x) | OK (147.8%) |
| Campeche | hombres | 1.1211 | 0.1469 | 1.5319 | 1.8486 | 0.8712 | 0.1013 | 0.9949 | 1.3235 | 123.09 | 73.74 | 83.10 | 139.36 | 1.0579 | 1.1008 | 1.1567 | 1.5387 | DeepAR | OK (0.5x) | OK (150.2%) |
| Campeche | mujeres | 0.8644 | 0.0949 | 0.8826 | 1.1339 | 0.7085 | 0.0741 | 0.7086 | 0.7500 | 129.69 | 128.61 | 129.40 | 200.00 | 0.9941 | 0.9730 | 0.9943 | 1.0524 | DeepAR | OK (0.8x) | OK (155.0%) |
| Campeche | total | 1.3950 | 0.1613 | 1.8749 | 2.0373 | 1.1223 | 0.1166 | 1.2989 | 1.4370 | 95.31 | 57.19 | 67.22 | 79.56 | 0.8694 | 0.8446 | 1.0044 | 1.1113 | DeepAR | OK (0.5x) | OK (123.5%) |
| Chiapas | hombres | 1.3849 | 0.0072 | 1.0168 | 1.1864 | 1.0397 | 0.0044 | 0.8510 | 0.9597 | 70.72 | 23.66 | 50.54 | 58.62 | 0.6388 | 0.1509 | 0.5301 | 0.5978 | DeepAR | OK (0.3x) | OK (86.7%) |
| Chiapas | mujeres | 1.4085 | 0.0132 | 1.3627 | 1.3304 | 1.0751 | 0.0071 | 1.0621 | 0.9520 | 90.86 | 55.17 | 82.14 | 79.45 | 0.8414 | 0.2973 | 0.8012 | 0.7182 | DeepAR | OK (0.5x) | OK (110.9%) |
| Chiapas | total | 2.1246 | 0.0059 | 1.6934 | 1.7257 | 1.6491 | 0.0027 | 1.3279 | 1.3362 | 57.57 | 5.82 | 41.39 | 41.53 | 0.6994 | 0.0640 | 0.5645 | 0.5680 | DeepAR | OK (0.1x) | OK (71.4%) |
| Chihuahua | hombres | 2.3102 | 0.0307 | 2.4315 | 2.4992 | 1.8366 | 0.0157 | 2.0343 | 2.1096 | 44.17 | 30.53 | 56.77 | 58.00 | 0.7041 | 0.2292 | 0.7937 | 0.8230 | DeepAR | OK (0.3x) | OK (102.7%) |
| Chihuahua | mujeres | 2.4034 | 0.0055 | 2.2123 | 2.1969 | 1.8736 | 0.0038 | 1.7760 | 1.7822 | 50.03 | 3.79 | 39.79 | 39.64 | 0.5910 | 0.0478 | 0.5875 | 0.5896 | DeepAR | OK (0.0x) | OK (85.5%) |
| Chihuahua | total | 4.0533 | 0.0311 | 4.1669 | 3.7025 | 3.2206 | 0.0189 | 3.5127 | 2.9900 | 37.79 | 9.96 | 39.29 | 35.12 | 0.6721 | 0.1542 | 0.7666 | 0.6525 | DeepAR | OK (0.1x) | OK (78.5%) |
| Ciudad de Mexico | hombres | N/A | 0.0055 | N/A | N/A | N/A | 0.0027 | N/A | N/A | N/A | 26.45 | N/A | N/A | N/A | 0.0465 | N/A | N/A | DeepAR | OK (0.3x) | OK (87.9%) |
| Ciudad de Mexico | mujeres | N/A | 0.0061 | N/A | N/A | N/A | 0.0034 | N/A | N/A | N/A | 35.24 | N/A | N/A | N/A | 0.0588 | N/A | N/A | DeepAR | OK (0.3x) | OK (102.4%) |
| Ciudad de Mexico | total | N/A | 0.0053 | N/A | N/A | N/A | 0.0021 | N/A | N/A | N/A | 8.77 | N/A | N/A | N/A | 0.0196 | N/A | N/A | DeepAR | OK (0.1x) | OK (80.1%) |
| Ciudad de México | hombres | 3.1385 | N/A | 2.6643 | 1.8576 | 2.5294 | N/A | 2.3047 | 1.5365 | 73.45 | N/A | 75.47 | 63.17 | 0.3953 | N/A | 0.4245 | 0.2830 | Stacking | OK (0.9x) | OK (68.7%) |
| Ciudad de México | mujeres | 3.0171 | N/A | 2.9236 | 1.6204 | 2.4194 | N/A | 2.6072 | 1.2914 | 74.27 | N/A | 90.16 | 66.14 | 0.3875 | N/A | 0.4887 | 0.2420 | Stacking | OK (0.9x) | OK (76.2%) |
| Ciudad de México | total | 5.0973 | N/A | 5.1882 | 2.9586 | 4.1854 | N/A | 4.5788 | 2.4770 | 59.25 | N/A | 74.02 | 51.95 | 0.3495 | N/A | 0.4564 | 0.2469 | Stacking | OK (0.8x) | OK (62.7%) |
| Coahuila | hombres | 1.7657 | 0.0472 | 1.9778 | 1.8996 | 1.3424 | 0.0230 | 1.6686 | 1.5509 | 64.99 | 70.78 | 91.68 | 97.13 | 0.6254 | 0.3420 | 0.7833 | 0.7280 | Prophet | OK (0.8x) | OK (81.7%) |
| Coahuila | mujeres | 1.8961 | 0.0374 | 1.4777 | 1.2741 | 1.4258 | 0.0289 | 1.2222 | 1.0328 | 86.64 | 78.24 | 86.40 | 92.38 | 0.6983 | 0.4567 | 0.6128 | 0.5179 | DeepAR | OK (1.0x) | OK (76.6%) |
| Coahuila | total | 2.8257 | 0.0571 | 2.8083 | 2.5387 | 2.1441 | 0.0320 | 2.3199 | 1.9621 | 54.36 | 37.26 | 67.64 | 63.21 | 0.5646 | 0.2778 | 0.6377 | 0.5393 | DeepAR | OK (0.5x) | OK (78.2%) |
| Colima | hombres | 1.7090 | 0.0442 | 2.1886 | 1.6910 | 1.3647 | 0.0244 | 1.8915 | 1.3840 | 43.12 | 23.48 | 73.35 | 62.35 | 0.8839 | 0.1120 | 1.1825 | 0.8652 | DeepAR | OK (0.2x) | OK (107.5%) |
| Colima | mujeres | 1.6140 | 0.0331 | 1.3964 | 1.5307 | 1.3018 | 0.0185 | 1.0956 | 1.1169 | 58.24 | 20.57 | 55.57 | 60.34 | 0.9096 | 0.0920 | 0.7437 | 0.7581 | DeepAR | OK (0.2x) | OK (113.1%) |
| Colima | total | 2.6057 | 0.1099 | 2.7798 | 2.4866 | 2.1299 | 0.0411 | 2.3231 | 1.8951 | 37.88 | 10.70 | 50.46 | 43.74 | 0.9198 | 0.1269 | 0.9779 | 0.7978 | DeepAR | OK (0.1x) | OK (82.2%) |
| Durango | hombres | 2.4558 | 0.0230 | 2.6825 | 3.3056 | 1.8545 | 0.0105 | 2.1917 | 2.6966 | 61.52 | 33.46 | 78.42 | 83.91 | 0.9050 | 0.0904 | 1.0307 | 1.2682 | DeepAR | OK (0.2x) | OK (148.0%) |
| Durango | mujeres | 2.2724 | 0.0621 | 2.2072 | 2.7766 | 1.6435 | 0.0387 | 1.7739 | 2.2774 | 67.01 | 59.76 | 81.07 | 82.99 | 0.8248 | 0.3560 | 0.8912 | 1.1442 | DeepAR | OK (0.4x) | OK (154.7%) |
| Durango | total | 4.1257 | 0.0488 | 4.1261 | 6.2584 | 2.9928 | 0.0239 | 3.3323 | 5.1482 | 51.03 | 19.92 | 69.30 | 79.48 | 0.8311 | 0.1190 | 0.9064 | 1.4004 | DeepAR | OK (0.1x) | OK (139.4%) |
| Guanajuato | hombres | 1.6211 | 0.0222 | 2.1178 | 2.1553 | 1.3117 | 0.0124 | 1.4259 | 1.4386 | 79.82 | 42.69 | 64.82 | 66.59 | 0.8754 | 0.4986 | 0.9315 | 0.9398 | DeepAR | OK (0.3x) | OK (163.5%) |
| Guanajuato | mujeres | 1.3827 | 0.0309 | 2.0240 | 2.1795 | 1.0842 | 0.0222 | 1.4388 | 1.5440 | 87.14 | 55.73 | 63.10 | 69.73 | 0.8197 | 1.0149 | 1.0668 | 1.1448 | DeepAR | OK (0.3x) | OK (160.8%) |
| Guanajuato | total | 2.2910 | 0.0060 | 3.1449 | 2.9568 | 1.8772 | 0.0030 | 2.2090 | 2.0274 | 61.66 | 3.79 | 46.21 | 41.50 | 0.7929 | 0.0779 | 0.9203 | 0.8446 | DeepAR | OK (0.0x) | OK (154.9%) |
| Guerrero | hombres | 1.2731 | 0.0295 | 1.2109 | 1.2972 | 0.9678 | 0.0170 | 0.9551 | 1.0142 | 99.47 | 61.49 | 74.07 | 85.45 | 0.7517 | 0.4673 | 0.7376 | 0.7832 | DeepAR | OK (0.5x) | OK (115.9%) |
| Guerrero | mujeres | 1.4601 | 0.0391 | 1.6660 | 1.8261 | 1.0964 | 0.0241 | 1.0898 | 1.2270 | 117.93 | 99.22 | 94.16 | 123.35 | 0.7796 | 0.6136 | 0.7761 | 0.8738 | Ensemble | OK (0.7x) | OK (141.4%) |
| Guerrero | total | 2.2717 | 0.0169 | 1.9016 | 2.0569 | 1.7503 | 0.0085 | 1.5449 | 1.5669 | 78.77 | 18.14 | 55.44 | 60.11 | 0.8202 | 0.1404 | 0.7156 | 0.7258 | DeepAR | OK (0.2x) | OK (97.3%) |
| Hidalgo | hombres | 1.1092 | 0.0266 | 1.0934 | 1.2515 | 0.8419 | 0.0163 | 0.8510 | 0.8963 | 110.88 | 105.32 | 120.60 | 166.86 | 0.6073 | 0.3812 | 0.6429 | 0.6771 | DeepAR | OK (0.8x) | OK (126.2%) |
| Hidalgo | mujeres | 1.2098 | 0.0322 | 1.1333 | 1.3887 | 0.8155 | 0.0238 | 0.8942 | 0.8571 | 138.55 | 131.09 | 119.20 | 200.00 | 0.6969 | 0.6504 | 0.7898 | 0.7571 | Ensemble | OK (0.7x) | OK (164.9%) |
| Hidalgo | total | 1.8542 | 0.0379 | 1.6660 | 1.7308 | 1.2808 | 0.0268 | 1.3296 | 1.2823 | 84.58 | 72.20 | 86.79 | 90.81 | 0.6427 | 0.4315 | 0.6913 | 0.6667 | DeepAR | OK (0.8x) | OK (86.4%) |
| Jalisco | hombres | 4.8373 | 0.0156 | 4.2637 | 4.2299 | 3.6400 | 0.0086 | 3.4358 | 3.1650 | 41.54 | 8.65 | 40.09 | 37.99 | 0.8248 | 0.1579 | 0.7552 | 0.6956 | DeepAR | OK (0.1x) | OK (108.5%) |
| Jalisco | mujeres | 5.1969 | 0.0142 | 3.6602 | 4.1645 | 4.0350 | 0.0069 | 2.9482 | 3.2020 | 51.74 | 6.54 | 36.37 | 40.71 | 0.9686 | 0.1284 | 0.6599 | 0.7167 | DeepAR | OK (0.1x) | OK (113.7%) |
| Jalisco | total | 8.9056 | 0.0267 | 6.8407 | 6.9400 | 6.9118 | 0.0110 | 5.3468 | 5.2764 | 40.07 | 5.85 | 31.92 | 32.69 | 0.9542 | 0.1198 | 0.6986 | 0.6894 | DeepAR | OK (0.1x) | OK (112.2%) |
| Mexico | hombres | N/A | 0.0038 | N/A | N/A | N/A | 0.0019 | N/A | N/A | N/A | 11.10 | N/A | N/A | N/A | 0.0832 | N/A | N/A | DeepAR | OK (0.2x) | OK (60.3%) |
| Mexico | mujeres | N/A | 0.0022 | N/A | N/A | N/A | 0.0011 | N/A | N/A | N/A | 6.36 | N/A | N/A | N/A | 0.0566 | N/A | N/A | DeepAR | OK (0.1x) | OK (60.6%) |
| Mexico | total | N/A | 0.0036 | N/A | N/A | N/A | 0.0023 | N/A | N/A | N/A | 5.86 | N/A | N/A | N/A | 0.0657 | N/A | N/A | DeepAR | OK (0.1x) | OK (45.2%) |
| Michoacan | hombres | N/A | 0.0222 | N/A | N/A | N/A | 0.0119 | N/A | N/A | N/A | 23.38 | N/A | N/A | N/A | 0.2742 | N/A | N/A | DeepAR | OK (0.2x) | OK (97.3%) |
| Michoacan | mujeres | N/A | 0.0161 | N/A | N/A | N/A | 0.0082 | N/A | N/A | N/A | 18.93 | N/A | N/A | N/A | 0.2062 | N/A | N/A | DeepAR | OK (0.2x) | OK (98.6%) |
| Michoacan | total | N/A | 0.0157 | N/A | N/A | N/A | 0.0097 | N/A | N/A | N/A | 8.94 | N/A | N/A | N/A | 0.1434 | N/A | N/A | DeepAR | OK (0.1x) | OK (75.3%) |
| Michoacán | hombres | 2.2297 | N/A | 2.6034 | 2.5769 | 1.7598 | N/A | 1.9292 | 2.1082 | 64.33 | N/A | 63.57 | 66.37 | 0.8814 | N/A | 0.9342 | 1.0208 | Ensemble | OK (0.5x) | OK (118.7%) |
| Michoacán | mujeres | 2.0907 | N/A | 2.2808 | 2.5906 | 1.7004 | N/A | 1.7189 | 2.1510 | 68.68 | N/A | 67.08 | 67.62 | 0.9005 | N/A | 0.9063 | 1.1342 | Ensemble | OK (0.5x) | OK (129.9%) |
| Michoacán | total | 3.4355 | N/A | 4.2121 | 5.0820 | 2.7685 | N/A | 3.1979 | 4.5172 | 49.56 | N/A | 53.31 | 64.16 | 0.8893 | N/A | 0.9984 | 1.4103 | Prophet | OK (1.2x) | OK (40.4%) |
| Morelos | hombres | 2.0028 | 0.0193 | 2.1100 | 2.0178 | 1.6270 | 0.0116 | 1.8404 | 1.7126 | 60.78 | 27.10 | 66.04 | 65.26 | 0.7515 | 0.1058 | 0.8502 | 0.7911 | DeepAR | OK (0.2x) | OK (108.7%) |
| Morelos | mujeres | 2.1749 | 0.0744 | 2.4601 | 2.4009 | 1.6491 | 0.0349 | 1.8101 | 1.7208 | 78.84 | 35.52 | 68.23 | 67.61 | 0.6060 | 0.2684 | 0.7051 | 0.6703 | DeepAR | OK (0.3x) | OK (128.2%) |
| Morelos | total | 3.4059 | 0.0818 | 3.8324 | 3.7721 | 2.8074 | 0.0358 | 3.1542 | 3.0219 | 52.07 | 15.16 | 57.13 | 56.90 | 0.6636 | 0.1754 | 0.7833 | 0.7504 | DeepAR | OK (0.2x) | OK (98.5%) |
| México | hombres | 5.2709 | N/A | 2.5547 | 2.6528 | 4.2655 | N/A | 2.0856 | 2.0662 | 66.37 | N/A | 53.58 | 57.37 | 1.1985 | N/A | 0.5345 | 0.5295 | Ensemble | OK (0.6x) | OK (87.3%) |
| México | mujeres | 4.7441 | N/A | 2.7375 | 2.5867 | 3.7226 | N/A | 2.1694 | 1.9978 | 67.27 | N/A | 58.64 | 51.21 | 1.3310 | N/A | 0.6818 | 0.6278 | Stacking | OK (0.9x) | OK (55.4%) |
| México | total | 9.3228 | N/A | 3.5121 | 3.8401 | 7.6356 | N/A | 2.7946 | 2.9884 | 60.77 | N/A | 34.63 | 37.71 | 1.4583 | N/A | 0.4682 | 0.5006 | Ensemble | OK (0.5x) | OK (65.7%) |
| Nayarit | hombres | 1.0917 | 0.0410 | 0.8531 | 0.8733 | 0.8606 | 0.0224 | 0.7472 | 0.5999 | 123.82 | 145.79 | 154.65 | 179.81 | 0.7316 | 0.2334 | 0.6291 | 0.5051 | Prophet | OK (1.1x) | OK (110.4%) |
| Nayarit | mujeres | 0.9467 | 0.0465 | 0.7364 | 0.7388 | 0.7860 | 0.0207 | 0.6210 | 0.3534 | 142.08 | 186.62 | 170.69 | 199.26 | 0.7434 | 0.2444 | 0.5926 | 0.3373 | Prophet | OK (1.1x) | OK (126.0%) |
| Nayarit | total | 1.6857 | 0.0551 | 1.3441 | 1.2619 | 1.3272 | 0.0297 | 1.1295 | 0.9451 | 99.37 | 118.20 | 125.57 | 130.81 | 0.7384 | 0.2021 | 0.6213 | 0.5199 | Prophet | OK (1.2x) | OK (84.9%) |
| Nuevo Leon | hombres | N/A | 0.0106 | N/A | N/A | N/A | 0.0061 | N/A | N/A | N/A | 27.33 | N/A | N/A | N/A | 0.1573 | N/A | N/A | DeepAR | OK (0.4x) | OK (64.2%) |
| Nuevo Leon | mujeres | N/A | 0.0227 | N/A | N/A | N/A | 0.0163 | N/A | N/A | N/A | 64.83 | N/A | N/A | N/A | 0.4366 | N/A | N/A | DeepAR | OK (0.8x) | OK (79.7%) |
| Nuevo Leon | total | N/A | 0.0173 | N/A | N/A | N/A | 0.0077 | N/A | N/A | N/A | 20.52 | N/A | N/A | N/A | 0.1260 | N/A | N/A | DeepAR | OK (0.3x) | OK (60.5%) |
| Nuevo León | hombres | 1.8711 | N/A | 1.7826 | 1.7129 | 1.4342 | N/A | 1.4587 | 1.3442 | 59.12 | N/A | 55.91 | 53.73 | 0.6258 | N/A | 0.6426 | 0.5921 | Stacking | OK (1.0x) | OK (54.4%) |
| Nuevo León | mujeres | 1.5972 | N/A | 1.9472 | 2.1428 | 1.2128 | N/A | 1.5359 | 1.5230 | 70.93 | N/A | 76.01 | 95.41 | 0.5346 | N/A | 0.7127 | 0.7067 | Prophet | OK (1.1x) | OK (67.2%) |
| Nuevo León | total | 2.6854 | N/A | 2.8414 | 2.6908 | 2.0343 | N/A | 2.1442 | 2.0565 | 44.91 | N/A | 48.10 | 46.23 | 0.5488 | N/A | 0.6024 | 0.5778 | Prophet | OK (1.2x) | OK (38.1%) |
| Oaxaca | hombres | 1.5176 | 0.0096 | 1.6164 | 1.5432 | 1.2517 | 0.0041 | 1.1896 | 1.1199 | 84.88 | 47.89 | 79.26 | 94.07 | 0.6906 | 0.0938 | 0.6578 | 0.6192 | DeepAR | OK (0.5x) | OK (101.7%) |
| Oaxaca | mujeres | 1.3629 | 0.0168 | 1.2347 | 1.5511 | 1.0409 | 0.0075 | 0.9972 | 1.2428 | 94.67 | 46.82 | 82.29 | 114.18 | 0.6257 | 0.1922 | 0.6219 | 0.7751 | DeepAR | OK (0.4x) | OK (112.2%) |
| Oaxaca | total | 2.3631 | 0.0075 | 2.0773 | 2.3832 | 1.8596 | 0.0042 | 1.5458 | 1.7799 | 67.43 | 12.63 | 53.71 | 65.38 | 0.6653 | 0.0629 | 0.5600 | 0.6448 | DeepAR | OK (0.2x) | OK (79.0%) |
| Puebla | hombres | 7.1228 | 0.0934 | 6.4513 | 6.8562 | 4.7665 | 0.0352 | 4.3440 | 5.4279 | 110.51 | 57.70 | 94.94 | 106.30 | 1.0941 | 0.5122 | 0.9600 | 1.1996 | DeepAR | OK (0.5x) | OK (113.9%) |
| Puebla | mujeres | 6.4061 | 0.1653 | 12.7627 | 12.5183 | 4.5567 | 0.0679 | 6.8757 | 7.7402 | 117.08 | 71.24 | 111.42 | 116.38 | 1.0034 | 0.9753 | 1.4961 | 1.6842 | DeepAR | OK (0.5x) | OK (134.3%) |
| Puebla | total | 13.2481 | 0.2352 | 16.6219 | 17.0045 | 8.6892 | 0.1070 | 10.9665 | 13.6849 | 104.30 | 52.68 | 99.80 | 112.46 | 1.0577 | 0.8309 | 1.2937 | 1.6144 | DeepAR | OK (0.6x) | OK (90.4%) |
| Queretaro | hombres | N/A | 0.0256 | N/A | N/A | N/A | 0.0206 | N/A | N/A | N/A | 152.76 | N/A | N/A | N/A | 0.6122 | N/A | N/A | DeepAR | OK (0.8x) | OK (192.1%) |
| Queretaro | mujeres | N/A | 0.0348 | N/A | N/A | N/A | 0.0196 | N/A | N/A | N/A | 182.51 | N/A | N/A | N/A | 0.7607 | N/A | N/A | DeepAR | OK (0.9x) | OK (198.2%) |
| Queretaro | total | N/A | 0.0325 | N/A | N/A | N/A | 0.0198 | N/A | N/A | N/A | 103.26 | N/A | N/A | N/A | 0.4181 | N/A | N/A | DeepAR | OK (0.5x) | OK (191.3%) |
| Querétaro | hombres | 0.7444 | N/A | 0.6104 | 0.7559 | 0.6527 | N/A | 0.5304 | 0.4643 | 147.12 | N/A | 142.55 | 200.00 | 0.7860 | N/A | 0.6639 | 0.5812 | Ensemble | OK (0.9x) | OK (155.6%) |
| Querétaro | mujeres | 0.7085 | N/A | 0.7323 | 0.8452 | 0.5405 | N/A | 0.5726 | 0.4643 | 160.68 | N/A | 165.34 | 200.00 | 0.8844 | N/A | 0.9369 | 0.7597 | Prophet | OK (1.0x) | OK (166.9%) |
| Querétaro | total | 0.9717 | N/A | 1.0576 | 1.2934 | 0.7646 | N/A | 0.8852 | 0.9066 | 111.40 | N/A | 109.31 | 177.30 | 0.6309 | N/A | 0.7885 | 0.8076 | Ensemble | OK (0.6x) | OK (185.1%) |
| Quintana Roo | hombres | 0.9386 | 0.0692 | 1.3462 | 1.5785 | 0.7070 | 0.0472 | 0.9656 | 1.0592 | 135.07 | 174.82 | 127.49 | 177.81 | 0.8827 | 1.0532 | 1.1587 | 1.2710 | Ensemble | OK (0.8x) | OK (158.8%) |
| Quintana Roo | mujeres | 1.0145 | 0.0786 | 1.5512 | 1.8644 | 0.7650 | 0.0559 | 1.1165 | 1.2541 | 149.41 | 139.45 | 118.29 | 183.37 | 0.8850 | 1.1784 | 1.2670 | 1.4231 | Ensemble | OK (0.8x) | OK (144.9%) |
| Quintana Roo | total | 1.4592 | 0.0703 | 2.2576 | 2.4043 | 1.0335 | 0.0471 | 1.5918 | 1.5982 | 89.07 | 58.36 | 78.19 | 80.24 | 0.7559 | 0.6218 | 1.1305 | 1.1351 | DeepAR | OK (0.5x) | OK (128.6%) |
| San Luis Potosi | hombres | N/A | 0.0144 | N/A | N/A | N/A | 0.0062 | N/A | N/A | N/A | 68.57 | N/A | N/A | N/A | 0.1139 | N/A | N/A | DeepAR | OK (0.4x) | OK (172.3%) |
| San Luis Potosi | mujeres | N/A | 0.0119 | N/A | N/A | N/A | 0.0046 | N/A | N/A | N/A | 98.10 | N/A | N/A | N/A | 0.0771 | N/A | N/A | DeepAR | OK (0.6x) | OK (168.0%) |
| San Luis Potosi | total | N/A | 0.0292 | N/A | N/A | N/A | 0.0157 | N/A | N/A | N/A | 38.08 | N/A | N/A | N/A | 0.1650 | N/A | N/A | DeepAR | OK (0.3x) | OK (129.8%) |
| San Luis Potosí | hombres | 1.5347 | N/A | 1.4451 | 1.3516 | 1.1809 | N/A | 1.2559 | 1.1137 | 84.64 | N/A | 97.28 | 93.92 | 0.7612 | N/A | 0.8184 | 0.7258 | Prophet | OK (1.0x) | OK (82.7%) |
| San Luis Potosí | mujeres | 1.4352 | N/A | 1.5170 | 0.9301 | 1.1401 | N/A | 1.2939 | 0.7749 | 96.19 | N/A | 114.55 | 122.18 | 0.6573 | N/A | 0.7666 | 0.4591 | Prophet | OK (1.1x) | OK (89.7%) |
| San Luis Potosí | total | 2.3940 | N/A | 1.9193 | 1.8754 | 1.8569 | N/A | 1.6951 | 1.6063 | 65.40 | N/A | 78.33 | 76.59 | 0.6772 | N/A | 0.6293 | 0.5964 | Prophet | OK (1.1x) | OK (57.0%) |
| Sinaloa | hombres | 2.2276 | 0.0095 | 2.7626 | 2.8306 | 1.7760 | 0.0054 | 1.9460 | 2.0625 | 41.92 | 7.20 | 37.89 | 40.83 | 0.5689 | 0.0554 | 0.6592 | 0.6987 | DeepAR | OK (0.1x) | OK (68.6%) |
| Sinaloa | mujeres | 2.6355 | 0.0204 | 2.4521 | 2.4562 | 2.0819 | 0.0097 | 1.9266 | 1.9384 | 51.10 | 9.30 | 43.59 | 44.64 | 0.6351 | 0.0928 | 0.6099 | 0.6136 | DeepAR | OK (0.2x) | OK (61.4%) |
| Sinaloa | total | 3.8849 | 0.0117 | 3.9787 | 3.9868 | 3.0927 | 0.0069 | 3.1197 | 3.1422 | 35.64 | 2.76 | 32.50 | 32.80 | 0.5630 | 0.0405 | 0.6067 | 0.6111 | DeepAR | OK (0.1x) | OK (55.1%) |
| Sonora | hombres | 1.5428 | 0.0386 | 2.3806 | 2.2725 | 1.2466 | 0.0164 | 1.7483 | 1.4641 | 77.72 | 50.59 | 97.79 | 87.68 | 0.6722 | 0.2631 | 0.9516 | 0.7969 | DeepAR | OK (0.4x) | OK (135.4%) |
| Sonora | mujeres | 1.2736 | 0.0300 | 1.5455 | 1.5388 | 0.9900 | 0.0173 | 1.2817 | 1.1403 | 98.57 | 88.66 | 94.64 | 116.32 | 0.5764 | 0.3164 | 0.7946 | 0.7069 | DeepAR | OK (0.6x) | OK (138.7%) |
| Sonora | total | 1.9886 | 0.0645 | 3.1612 | 3.1844 | 1.5676 | 0.0269 | 2.2395 | 2.2067 | 55.69 | 32.72 | 72.93 | 72.00 | 0.5389 | 0.2883 | 0.8146 | 0.8027 | DeepAR | OK (0.3x) | OK (124.7%) |
| Tabasco | hombres | 1.8621 | 0.0271 | 1.2546 | 1.2608 | 1.3978 | 0.0158 | 1.0560 | 1.0633 | 83.95 | 66.50 | 85.22 | 83.83 | 1.0355 | 0.2550 | 0.7112 | 0.7162 | DeepAR | OK (0.5x) | OK (136.3%) |
| Tabasco | mujeres | 1.5004 | 0.0447 | 1.2922 | 1.2803 | 1.2523 | 0.0352 | 1.0429 | 1.0166 | 98.76 | 93.02 | 85.34 | 96.68 | 1.1778 | 0.7104 | 0.8767 | 0.8545 | Ensemble | OK (0.7x) | OK (124.7%) |
| Tabasco | total | 2.9218 | 0.0051 | 1.8686 | 2.0573 | 2.2309 | 0.0036 | 1.4381 | 1.6511 | 69.52 | 25.60 | 60.33 | 62.79 | 1.1604 | 0.0402 | 0.6727 | 0.7723 | DeepAR | OK (0.2x) | OK (122.8%) |
| Tamaulipas | hombres | 2.4570 | 0.0234 | 2.5060 | 2.9905 | 1.9210 | 0.0061 | 2.1345 | 2.7026 | 57.70 | 5.87 | 53.92 | 62.03 | 0.8346 | 0.0930 | 0.9170 | 1.1611 | DeepAR | OK (0.1x) | OK (73.5%) |
| Tamaulipas | mujeres | 3.6788 | 0.0324 | 2.2748 | 2.2292 | 1.8705 | 0.0159 | 1.8192 | 1.7175 | 61.11 | 25.86 | 53.95 | 53.47 | 0.9065 | 0.2464 | 0.7967 | 0.7521 | DeepAR | OK (0.4x) | OK (72.1%) |
| Tamaulipas | total | 4.9631 | 0.0547 | 4.0381 | 4.3700 | 2.9364 | 0.0252 | 3.1869 | 3.6910 | 42.74 | 14.54 | 42.05 | 46.79 | 0.8472 | 0.2459 | 0.8825 | 1.0221 | DeepAR | OK (0.3x) | OK (53.2%) |
| Tlaxcala | hombres | 0.7914 | 0.0434 | 0.7307 | 0.5825 | 0.6691 | 0.0206 | 0.6051 | 0.2321 | 139.23 | 192.97 | 170.66 | 200.00 | 0.7610 | 0.3262 | 0.7146 | 0.2742 | Prophet | OK (1.0x) | OK (143.3%) |
| Tlaxcala | mujeres | 0.9995 | 0.0505 | 0.8329 | 0.7943 | 0.7426 | 0.0247 | 0.7289 | 0.3636 | 148.06 | 163.66 | 159.82 | 198.79 | 0.9184 | 0.4039 | 0.8869 | 0.4425 | Prophet | OK (1.0x) | OK (150.5%) |
| Tlaxcala | total | 1.4261 | 0.0364 | 1.1720 | 0.8375 | 1.0654 | 0.0151 | 0.9984 | 0.6204 | 105.05 | 121.59 | 127.87 | 141.85 | 0.7731 | 0.1471 | 0.7228 | 0.4492 | Prophet | OK (1.0x) | OK (101.8%) |
| Veracruz | hombres | 3.2270 | 0.0060 | 3.3935 | 3.2921 | 2.6424 | 0.0033 | 2.9152 | 2.7539 | 35.17 | 5.08 | 37.01 | 35.33 | 0.7510 | 0.0754 | 0.8302 | 0.7843 | DeepAR | OK (0.0x) | OK (107.5%) |
| Veracruz | mujeres | 3.1265 | 0.0196 | 2.7870 | 2.7063 | 2.5195 | 0.0098 | 2.1484 | 2.0974 | 41.33 | 14.88 | 35.14 | 34.26 | 0.7878 | 0.2409 | 0.6547 | 0.6391 | DeepAR | OK (0.1x) | OK (113.6%) |
| Veracruz | total | 4.7968 | 0.0113 | 4.8583 | 4.6900 | 3.9324 | 0.0048 | 4.0589 | 3.9210 | 28.44 | 3.32 | 28.70 | 27.77 | 0.7098 | 0.0714 | 0.7424 | 0.7172 | DeepAR | OK (0.0x) | OK (109.8%) |
| Yucatan | hombres | N/A | 0.0624 | N/A | N/A | N/A | 0.0404 | N/A | N/A | N/A | 61.10 | N/A | N/A | N/A | 0.8056 | N/A | N/A | DeepAR | OK (0.6x) | OK (107.4%) |
| Yucatan | mujeres | N/A | 0.0451 | N/A | N/A | N/A | 0.0228 | N/A | N/A | N/A | 61.23 | N/A | N/A | N/A | 0.4514 | N/A | N/A | DeepAR | OK (0.4x) | OK (148.2%) |
| Yucatan | total | N/A | 0.0449 | N/A | N/A | N/A | 0.0214 | N/A | N/A | N/A | 22.01 | N/A | N/A | N/A | 0.2607 | N/A | N/A | DeepAR | OK (0.2x) | OK (105.4%) |
| Yucatán | hombres | 1.4605 | N/A | 1.7976 | 2.1481 | 1.1194 | N/A | 1.3885 | 1.5625 | 89.71 | N/A | 77.68 | 95.89 | 1.0301 | N/A | 1.1941 | 1.3437 | Ensemble | OK (0.9x) | OK (84.3%) |
| Yucatán | mujeres | 1.4672 | N/A | 1.6345 | 1.7666 | 1.0542 | N/A | 1.1493 | 1.1690 | 97.62 | N/A | 81.74 | 90.71 | 0.9834 | N/A | 0.9819 | 0.9988 | Ensemble | OK (0.8x) | OK (100.0%) |
| Yucatán | total | 2.3784 | N/A | 2.6283 | 2.8587 | 1.7423 | N/A | 1.8942 | 2.0340 | 64.69 | N/A | 54.65 | 60.74 | 0.9937 | N/A | 0.9928 | 1.0660 | Ensemble | OK (0.9x) | OK (62.5%) |
| Zacatecas | hombres | 0.6764 | 0.0475 | 0.7019 | 0.7906 | 0.5424 | 0.0272 | 0.5327 | 0.4107 | 168.18 | 186.22 | 169.60 | 200.00 | 0.8478 | 0.6892 | 0.8326 | 0.6419 | Prophet | OK (1.0x) | OK (163.8%) |
| Zacatecas | mujeres | 0.7658 | 0.0529 | 0.7908 | 0.9161 | 0.6100 | 0.0321 | 0.6040 | 0.5536 | 163.38 | 192.03 | 170.57 | 200.00 | 1.1663 | 0.9970 | 1.1550 | 1.0585 | Prophet | OK (0.9x) | OK (175.8%) |
| Zacatecas | total | 0.8450 | 0.0860 | 1.2005 | 1.4776 | 0.7016 | 0.0538 | 0.8804 | 0.9622 | 152.13 | 175.10 | 122.10 | 193.85 | 0.6292 | 0.8518 | 0.8590 | 0.9388 | Ensemble | OK (0.9x) | OK (136.0%) |
| general | total | N/A | 0.0561 | N/A | N/A | N/A | 0.0488 | N/A | N/A | N/A | 52.91 | N/A | N/A | N/A | 1.3581 | N/A | N/A | DeepAR | Moderado (1.4x) | OK (38.3%) |
| hombres | total | N/A | 0.0119 | N/A | N/A | N/A | 0.0097 | N/A | N/A | N/A | 16.00 | N/A | N/A | N/A | 0.5002 | N/A | N/A | DeepAR | OK (0.5x) | OK (34.8%) |
| mujeres | total | N/A | 0.0208 | N/A | N/A | N/A | 0.0173 | N/A | N/A | N/A | 33.26 | N/A | N/A | N/A | 0.9232 | N/A | N/A | DeepAR | Moderado (1.3x) | OK (25.5%) |
| region Metropolitana alta | hombres | N/A | 0.0106 | N/A | N/A | N/A | 0.0083 | N/A | N/A | N/A | 19.76 | N/A | N/A | N/A | 0.3009 | N/A | N/A | DeepAR | OK (0.5x) | OK (36.5%) |
| region Metropolitana alta | mujeres | N/A | 0.0110 | N/A | N/A | N/A | 0.0089 | N/A | N/A | N/A | 21.90 | N/A | N/A | N/A | 0.3433 | N/A | N/A | DeepAR | OK (0.5x) | OK (47.5%) |
| region Metropolitana alta | total | N/A | 0.0160 | N/A | N/A | N/A | 0.0116 | N/A | N/A | N/A | 13.92 | N/A | N/A | N/A | 0.2343 | N/A | N/A | DeepAR | OK (0.4x) | OK (39.4%) |
| region Rural / dispersa | hombres | N/A | 0.0268 | N/A | N/A | N/A | 0.0175 | N/A | N/A | N/A | 26.83 | N/A | N/A | N/A | 0.6248 | N/A | N/A | DeepAR | OK (0.5x) | OK (57.4%) |
| region Rural / dispersa | mujeres | N/A | 0.0408 | N/A | N/A | N/A | 0.0254 | N/A | N/A | N/A | 37.31 | N/A | N/A | N/A | 0.9523 | N/A | N/A | DeepAR | OK (0.7x) | OK (54.5%) |
| region Rural / dispersa | total | N/A | 0.0583 | N/A | N/A | N/A | 0.0392 | N/A | N/A | N/A | 28.64 | N/A | N/A | N/A | 0.8109 | N/A | N/A | DeepAR | OK (0.6x) | OK (51.8%) |
| region Sur-Sureste vulnerable | hombres | N/A | 0.0116 | N/A | N/A | N/A | 0.0059 | N/A | N/A | N/A | 11.15 | N/A | N/A | N/A | 0.2468 | N/A | N/A | DeepAR | OK (0.2x) | OK (49.9%) |
| region Sur-Sureste vulnerable | mujeres | N/A | 0.0023 | N/A | N/A | N/A | 0.0011 | N/A | N/A | N/A | 2.58 | N/A | N/A | N/A | 0.0560 | N/A | N/A | DeepAR | OK (0.0x) | OK (66.4%) |
| region Sur-Sureste vulnerable | total | N/A | 0.0079 | N/A | N/A | N/A | 0.0039 | N/A | N/A | N/A | 4.21 | N/A | N/A | N/A | 0.1048 | N/A | N/A | DeepAR | OK (0.1x) | OK (49.1%) |
| region Urbana media | hombres | N/A | 0.0095 | N/A | N/A | N/A | 0.0041 | N/A | N/A | N/A | 6.09 | N/A | N/A | N/A | 0.1543 | N/A | N/A | DeepAR | OK (0.1x) | OK (51.5%) |
| region Urbana media | mujeres | N/A | 0.0022 | N/A | N/A | N/A | 0.0013 | N/A | N/A | N/A | 1.95 | N/A | N/A | N/A | 0.0470 | N/A | N/A | DeepAR | OK (0.1x) | OK (38.5%) |
| region Urbana media | total | N/A | 0.0169 | N/A | N/A | N/A | 0.0089 | N/A | N/A | N/A | 6.34 | N/A | N/A | N/A | 0.1827 | N/A | N/A | DeepAR | OK (0.2x) | OK (41.4%) |
| region_Metropolitana alta | hombres | 10.3557 | N/A | 9.0548 | 5.0985 | 8.2747 | N/A | 7.9419 | 4.1288 | 36.47 | N/A | 38.63 | 23.13 | 0.7281 | N/A | 0.7119 | 0.3701 | Stacking | OK (0.6x) | OK (38.1%) |
| region_Metropolitana alta | mujeres | 10.4418 | N/A | 5.3890 | 5.5633 | 8.4179 | N/A | 4.3729 | 4.3436 | 43.45 | N/A | 26.29 | 27.22 | 0.7975 | N/A | 0.4169 | 0.4141 | Ensemble | OK (0.5x) | OK (53.9%) |
| region_Metropolitana alta | total | 19.0251 | N/A | 9.2252 | 8.2719 | 15.2683 | N/A | 7.6734 | 6.6458 | 35.40 | N/A | 21.67 | 19.77 | 0.7523 | N/A | 0.3838 | 0.3324 | Stacking | OK (0.6x) | OK (33.9%) |
| region_Rural / dispersa | hombres | 9.4914 | N/A | 8.5430 | 8.3162 | 6.7150 | N/A | 6.5147 | 6.2785 | 33.27 | N/A | 33.77 | 32.90 | 0.8346 | N/A | 0.8116 | 0.7822 | Stacking | OK (1.2x) | OK (27.8%) |
| region_Rural / dispersa | mujeres | 9.1256 | N/A | 13.2892 | 13.3417 | 6.9633 | N/A | 8.4700 | 10.1080 | 40.98 | N/A | 41.82 | 49.12 | 0.9039 | N/A | 1.1098 | 1.3244 | Prophet | Moderado (1.5x) | OK (27.5%) |
| region_Rural / dispersa | total | 17.4346 | N/A | 18.5425 | 19.1252 | 12.6632 | N/A | 14.1185 | 15.7689 | 33.44 | N/A | 36.24 | 39.73 | 0.9129 | N/A | 1.0208 | 1.1401 | Prophet | Moderado (1.6x) | OK (21.3%) |
| region_Sur-Sureste vulnerable | hombres | 4.3145 | N/A | 4.1518 | 4.2907 | 3.5481 | N/A | 3.2814 | 3.2245 | 43.83 | N/A | 34.94 | 34.00 | 0.8985 | N/A | 0.7915 | 0.7778 | Stacking | OK (0.9x) | OK (39.7%) |
| region_Sur-Sureste vulnerable | mujeres | 3.3882 | N/A | 4.1600 | 4.0073 | 2.7431 | N/A | 2.8559 | 2.6378 | 41.75 | N/A | 34.98 | 32.29 | 0.8180 | N/A | 0.8408 | 0.7766 | Stacking | OK (0.7x) | OK (47.9%) |
| region_Sur-Sureste vulnerable | total | 6.4618 | N/A | 7.7784 | 7.5625 | 5.2245 | N/A | 5.5981 | 5.2330 | 34.36 | N/A | 32.26 | 29.74 | 0.8481 | N/A | 0.8720 | 0.8152 | Stacking | OK (0.9x) | OK (33.7%) |
| region_Urbana media | hombres | 9.9888 | N/A | 9.3562 | 9.6539 | 8.1299 | N/A | 6.8939 | 7.5453 | 23.67 | N/A | 21.33 | 22.87 | 0.7525 | N/A | 0.6458 | 0.7069 | Ensemble | OK (0.7x) | OK (29.5%) |
| region_Urbana media | mujeres | 9.3418 | N/A | 5.9076 | 5.7178 | 7.2792 | N/A | 4.7287 | 4.3780 | 25.00 | N/A | 15.74 | 14.69 | 0.6265 | N/A | 0.4208 | 0.3896 | Stacking | OK (0.5x) | OK (28.8%) |
| region_Urbana media | total | 16.1498 | N/A | 14.2055 | 12.3526 | 12.8218 | N/A | 11.2490 | 9.3199 | 20.41 | N/A | 17.86 | 15.03 | 0.6352 | N/A | 0.5769 | 0.4780 | Stacking | OK (0.6x) | OK (25.2%) |