Fold 1 - Understanding why coefficient -4025525 was selected
Tag: WOMEN'S CLOTHING
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 34924556 | 6.000000 | 78.77.65.70 | 70.65.77.78 (70*79^3 + 65*79^2 + 77*79 + 78) | No | |
| -4025525 | 6.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -517924 | 8.012658 | -0.78.3.1 | -1.3.78.0 (-(493039 + 3*79^2 + 78*79)) | No | |
| 0 | 8.012658 | 0 | 0 (0) | No | |
| 42975606 | 9.000000 | 1.1.13.8.1 | 1.8.13.1.1 (38950081 + 8*79^3 + 13*79^2 + 79 + 1) | No | |
| -3989277 | 9.000000 | -14.16.7.8 | -8.7.16.14 (-(8*79^3 + 7*79^2 + 16*79 + 14)) | No | |
| -3357749 | 9.000000 | -12.1.64.6 | -6.64.1.12 (-(6*79^3 + 64*79^2 + 79 + 12)) | No | |
| -4974801 | 9.000000 | -13.9.7.10 | -10.7.9.13 (-(10*79^3 + 7*79^2 + 9*79 + 13)) | No |
These are the training products that have the "WOMEN'S CLOTHING" tag (processing sequence 3108). 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 |
|---|---|---|---|---|---|---|---|
| 10488 | Pediatric Nurse Sweatshirt, L&D Nurse Sweater, Nursing School Grad Shirt, Baby Nurse T-Shirt, Nurse Appreciation | 42975606 | DTG, REGULAR FIT, SWEATSHIRTS | 47001131 | none | ||
| 14117 | Respect The Commish T-Shirt, Football Tshirt, Football Gift For Men, Fantasy Football Tee Shirt, Commissioner Shirt,Fantasy Football Draft | 34924556 | COTTON, DTG, REGULAR FIT | 38950081 | none | ||
| 14116 | La Quinceañera Latina Spanish T-Shirts,Mexican Shirt Quinceanera Gift Rehersal Party Outfit, Quince Anos Party Tshirt | 34924556 | COTTON, DTG, REGULAR FIT | 38950081 | none | ||
| 14150 | Unisex Triblend Tee | 0 | DTG | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 9173 | Colors of the Wind All Over Print Hoodie | -517924 | ALL OVER PRINT, LONG SLEEVES | 3507601 | none | ||
| 496 | Colored Witchy Women's Low Top Sneakers | -3357749 | ALL OVER PRINT, AOP, SUBLIMATION | 667776 | none | ||
| 227 | Rock Candy - Women's Skater Skirt | -3989277 | ALL OVER PRINT, ASSEMBLED IN THE USA, QUARTZ, SUBLIMATION | 36248 | none | ||
| 12259 | NO ORDER Custom Womens Flowy Tank | -4025525 | DTG, TANK TOPS | 0 | none | ||
| 14173 | Women's Premium Tee - No. | -4025525 | COTTON, DTG | 0 | none | ||
| 14171 | T-Shirt Dress | -4974801 | ALL OVER PRINT, SUBLIMATION | -949276 | none |