Fold 4 - Understanding why coefficient -4025525 was selected
Tag: TEENS
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -4025525 | 2.012818 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 380621 | 2.012818 | 78.77.60 | 60.77.78 (60*79^2 + 77*79 + 78) | No | |
| -1067844 | 2.025316 | -1.8.13.2 | -2.13.8.1 (-(2*79^3 + 13*79^2 + 8*79 + 1)) | No | |
| -2659379 | 4.000000 | -2.9.31.5 | -5.31.9.2 (-(5*79^3 + 31*79^2 + 9*79 + 2)) | No | |
| 1972156 | 4.000000 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No |
These are the training products that have the "TEENS" tag (processing sequence 2867). 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 |
|---|---|---|---|---|---|---|---|
| 5497 | Airbrush Hot Girl Shirt Design | 1972156 | DESIGN, 80S, T-SHIRT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 5500 | Airbrush Taurus Shirt Design | 380621 | DESIGN, ORANGE, 80S, T-SHIRT | 4406146 | none | ||
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | -1067844 | DESIGN, BLUE, 80S, COLORFUL, T-SHIRT | 2957681 | none | ||
| 5342 | Airbrush ZOA Shirt Design | -2659379 | DESIGN, ORANGE, BLUE, 80S, COLORFUL, T-SHIRT | 1366146 | none | ||
| 5501 | Airbrush Est. 1998 Shirt Design | -4025525 | DESIGN, ORANGE, SPLATTER, BLUE, 80S, T-SHIRT | 0 | none |