Fold 3 - Understanding why coefficient -599295 was selected
Tag: 90S
Selected Coefficient: -599295
Taxonomy Path: -1.2.17.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -599295 | 5.012658 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | Yes | |
| 0 | 5.012660 | 0 | 0 (0) | No | |
| 1972156 | 5.012660 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| 5398386 | 5.025316 | 0.78.74.10 | 10.74.78.0 (10*79^3 + 74*79^2 + 78*79) | No | |
| -4025525 | 5.025316 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 56249 | 7.000000 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 11508564 | 7.000000 | 2.2.27.23 | 23.27.2.2 (23*79^3 + 27*79^2 + 2*79 + 2) | No |
These are the training products that have the "90S" tag (processing sequence 358). 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 |
|---|---|---|---|---|---|---|---|
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | 11508564 | DESIGN, BLUE, BRICKS, 2000S | 12107859 | MILLENNIUM | ||
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 5398386 | DESIGN, BRICKS, 2021 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5382 | Airbrush Born in the 80s Shirt Design | 1972156 | DESIGN, PINK, BRICKS | 2571451 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | BABY, T-SHIRT, TEENS | |
| 1086 | Ziggy Shortall | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 655544 | FREE PEOPLEWE THE FREE | |
| 5412 | Airbrush Birthday B*tch With Butterflies Design | 0 | PINK | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | GIRL | |
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | -599295 | DESIGN, 2021 | 0 | none | ||
| 5469 | Airbrush Millenium Tour Shirt Design | -599295 | DESIGN, 2021 | 0 | none | ||
| 5451 | Airbrush Playboy Shirt Design | -4025525 | DESIGN, PINK | -3426230 | none |