Fold 0 - Understanding why coefficient 41999 was selected
Tag: GIRLS SANDALS
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 24
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 41999 | 19.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes | |
| 0 | 19.024242 | 0 | 0 (0) | No | |
| -13778 | 19.024387 | -0.0.2 | -2.0.0 (-(2*83^2)) | No | |
| 166 | 19.036145 | 0.2 | 2.0 (2*83) | No | |
| 41995 | 21.000000 | 80.7.6 | 6.7.80 (6*83^2 + 7*83 + 80) | No | |
| -69555 | 21.000000 | -1.8.10 | -10.8.1 (-(10*83^2 + 8*83 + 1)) | No | |
| -69551 | 21.000000 | -80.7.10 | -10.7.80 (-(10*83^2 + 7*83 + 80)) | No | |
| -4 | 21.000145 | -4 | -4 (-(4)) | No | |
| -13782 | 21.000290 | -4.0.2 | -2.0.4 (-(2*83^2 + 4)) | No | |
| 41991 | 23.000000 | 76.7.6 | 6.7.76 (6*83^2 + 7*83 + 76) | No | |
| 4 | 23.000000 | 4 | 4 (4) | No |
These are the training products that have the "GIRLS SANDALS" tag (processing sequence 5195). 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 |
|---|---|---|---|---|---|---|---|
| 33525 | Old Soles 551 Girl's Harlequin Sandal, Gold/Glam Gold | 41999 | none | 0 | none | ||
| 6173 | Hollow out girl closed toe sandals - Yellow | 41999 | none | 0 | none | ||
| 6199 | Hollow out girl closed toe sandals - White | 41999 | none | 0 | none | ||
| 6200 | Hollow out girl closed toe sandals - Pink | 41999 | none | 0 | none | ||
| 33482 | Naturino Falcotto Girl's Bea Sandals - Pink/Lavender | 41999 | SIZE-21-M-EU-5-M-US-TODDLER, SP22, 9-5-M-US-TODDLER, SIZE-19-M-EU-3-5-M-US-TODDLER | 0 | SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33485 | Naturino Falcotto Girl's Alby Suede Sandals - Flowery White | 41995 | SIZE-21-M-EU-5-M-US-TODDLER | -4 | none | ||
| 33521 | Old Soles Girl's and Boy's Wave Sandals - Navy | 41995 | SIZE-21-M-EU-5-M-US-TODDLER | -4 | 50-60 | ||
| 33487 | Naturino Falcotto Boy's and Girl's Alby Dinosaur Fisherman Sandals - Yellow | 41995 | SIZE-21-M-EU-5-M-US-TODDLER | -4 | SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33522 | Old Soles Girl's 3007 Ruffley Sandal - Copper | 41991 | SIZE-20-M-EU-4-M-US-TODDLER, SIZE-21-M-EU-5-M-US-TODDLER | -8 | 50-60 | ||
| 6250 | Baby girl gladiator sandals and headband - White | 166 | BABY SHOES | -41833 | none | ||
| 6251 | Baby girl gladiator sandals and headband - Pink | 166 | BABY SHOES | -41833 | none | ||
| 6172 | Closed toe sandals for toddlers - Pink | 4 | none | -41995 | none | ||
| 33457 | Naturino Falcotto Girl's Alby Fisherman Sandals - Clay/Salmon | 0 | SIZE-21-M-EU-5-M-US-TODDLER, SP22, SIZE-19-M-EU-3-5-M-US-TODDLER | -41999 | SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33480 | Naturino Falcotto Girl's Bea Suede Sandals - Petunia, Milk, Platinum | 0 | SIZE-21-M-EU-5-M-US-TODDLER, SP22, 9-5-M-US-TODDLER | -41999 | SIZE-20-M-EU-4-5-M-US-TODDLER | ||
| 33530 | Old Soles Girl's 0065 Rainbow Bambini Sandals - Snow/Pearlized Pink/Silver/Bright Red | -4 | SIZE-20-M-EU-4-M-US-TODDLER, SIZE-21-M-EU-5-M-US-TODDLER | -42003 | 50-60 | ||
| 33511 | Old Soles Girl's and Boy's Wave Sandals - dusty blue | -4 | SIZE-20-M-EU-4-M-US-TODDLER, SIZE-21-M-EU-5-M-US-TODDLER | -42003 | 50-60 | ||
| 33446 | Naturino Boy's and Girl's Sky Sandals, Navy/Azure/Celeste | -13778 | SIZE-30-M-EU-12-5-M-US-LITTLE-KID | -55777 | SIZE-35-M-EU-3-5-M-US-BIG-KID | ||
| 33526 | Old Soles 551 Girl's Harlequin Sandal, Silver/Glam Argent | -13782 | 23-M-EU, SP22 | -55781 | none | ||
| 9286 | Toddler girl sandals with bow-knot - Stripe | -69551 | GIRLS SHOES | -111550 | none | ||
| 9288 | Toddler girl sandals with bow-knot - Denim | -69551 | GIRLS SHOES | -111550 | none | ||
| 9287 | Toddler girl sandals with bow-knot - Navy Blue | -69551 | GIRLS SHOES | -111550 | none | ||
| 9274 | Toddler girl velcro sandals - Dark Blue | -69555 | BABY SHOES, GIRLS SHOES | -111554 | none | ||
| 9285 | Toddler girl velcro sandals - Black | -69555 | BABY SHOES, GIRLS SHOES | -111554 | none | ||
| 9273 | Toddler girl velcro sandals - Yellow | -69555 | BABY SHOES, GIRLS SHOES | -111554 | none |