Fold 0 - Understanding why coefficient -3974964 was selected
Tag: SHOES
Selected Coefficient: -3974964
Taxonomy Path: -0.72.4.8
Taxonomy Name:
Products with this tag: 21
Unique residual values tried: 12
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -3974964 | 16.012979 | -0.72.4.8 | -8.4.72.0 (-(8*79^3 + 4*79^2 + 72*79)) | Yes | |
| -4006169 | 16.013139 | -0.72.9.8 | -8.9.72.0 (-(8*79^3 + 9*79^2 + 72*79)) | No | |
| -3962482 | 16.013139 | -0.72.2.8 | -8.2.72.0 (-(8*79^3 + 2*79^2 + 72*79)) | No | |
| 0 | 16.050633 | 0 | 0 (0) | No | |
| 6940152 | 17.000000 | 2.2.6.14 | 14.6.2.2 (14*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | No |
| -1903493 | 17.000002 | -67.78.67.3 | -3.67.78.67 (-(3*79^3 + 67*79^2 + 78*79 + 67)) | No | |
| -3875649 | 17.000006 | -67.78.67.7 | -7.67.78.67 (-(7*79^3 + 67*79^2 + 78*79 + 67)) | No | |
| 63043 | 17.000320 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | No |
| 19356 | 17.000481 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | No |
| 38079 | 17.000481 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| -4025525 | 18.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -10023206 | 20.000000 | -2.2.26.20 | -20.26.2.2 (-(20*79^3 + 26*79^2 + 2*79 + 2)) | No |
These are the training products that have the "SHOES" tag (processing sequence 2594). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 11334 | Warm Waterproof Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 10915116 | none | |
| 11324 | Chequered Lace Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 10915116 | none | |
| 11323 | Cute Rabbit Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 10915116 | none | |
| 11319 | Paint Spatter Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 10915116 | none | |
| 9757 | Clue Gold Wedge | 63043 | Apparel & Accessories > Shoes > Heels | none | 4038007 | WEDGES & HEELS | |
| 9767 | Clue Nude Wedge | 63043 | Apparel & Accessories > Shoes > Heels | none | 4038007 | WEDGES & HEELS | |
| 1103 | SOREL - Ella Sandal Navy | 38079 | Apparel & Accessories > Shoes > Sandals | none | 4013043 | none | |
| 1276 | STEVE MADDEN - Redford sand cowboy boot | 19356 | Apparel & Accessories > Shoes > Boots | none | 3994320 | none | |
| 11325 | 9 Designs of Lace Up Boots | 0 | AUTUMN / WINTER | 3974964 | SPRING / SUMMER | ||
| 5709 | Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Men's 8-14) | -1903493 | CLOTHING | 2071471 | none | ||
| 5712 | Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Women's 5.5-9) | -1903493 | CLOTHING | 2071471 | none | ||
| 5711 | Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Women's 5.5-9) | -1903493 | CLOTHING | 2071471 | none | ||
| 5682 | Dr. Scholl’s Stylish Step Hidden Arch Support for Flats, 3 Pairs | -3875649 | CLOTHING | 99315 | none | ||
| 9743 | Morgen Wedge White | -3962482 | 2023LAUNCH | 12482 | WEDGES & HEELS | ||
| 9711 | Fast Sneaker Silver Sequins | -3974964 | 2023LAUNCH | 0 | none | ||
| 9723 | Fast Sneaker Silver | -3974964 | 2023LAUNCH | 0 | none | ||
| 9667 | Wilder Tall Fringe White Boots | -4006169 | 2023LAUNCH | -31205 | none | ||
| 9392 | Yiska Black Sandal | -4025525 | SANDALS, 2023LAUNCH | -50561 | none | ||
| 9569 | Azul White Sandal | -4025525 | SANDALS, 2023LAUNCH | -50561 | none | ||
| 9724 | Magic White Sandal | -4025525 | SANDALS, 2023LAUNCH | -50561 | WEDGES & HEELS | ||
| 9385 | Yiska Fuchsia Sandal | -10023206 | PINK, SANDALS, 2023LAUNCH | -6048242 | none |