Fold 4 - Understanding why coefficient -7289430 was selected
Tag: PET
Selected Coefficient: -7289430
Taxonomy Path: -2.2.26.20
Taxonomy Name:
Products with this tag: 16
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -7289430 | 9.000000 | -2.2.26.20 | -20.26.2.2 (-(20*71^3 + 26*71^2 + 2*71 + 2)) | Yes | |
| -2928893 | 10.000003 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -4360537 | 10.000014 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 13.000000 | 0 | 0 (0) | No |
These are the training products that have the "PET" tag (processing sequence 19). 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 |
|---|---|---|---|---|---|---|---|
| 5512 | Airbrush Pet Portrait With Green Design | 0 | DESIGN | 7289430 | WHITE, GREEN, CAT | ||
| 9359 | Airbrush Cat Portrait Shirt Design | 0 | DESIGN | 7289430 | WHITE | ||
| 5521 | Airbrush Pet Portrait With Purple Design | 0 | DESIGN | 7289430 | CAT | ||
| 5502 | Airbrush Pet Portrait With Purple Design | -2928893 | DESIGN, BLACK | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CAT, PUPPY | |
| 5522 | Airbrush Pet Portrait Design | -2928893 | DESIGN, BLACK | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | WHITE, CAT | |
| 5534 | Airbrush Pet Portrait Shirt Design | -2928893 | DESIGN, BLACK | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | WHITE, CAT | |
| 9360 | Airbrush Green Pet Portrait Shirt Design | -2928893 | DESIGN, BLACK | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | WHITE, CAT | |
| 9361 | Airbrush Pet Portrait Shirt Design | -2928893 | DESIGN, BLACK | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | WHITE, PUPPY | |
| 5513 | Airbrush Pet Portrait With Blue Design | -4360537 | DESIGN, BLUE | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | WHITE, CAT | |
| 5509 | Airbrush Pet Portrait With Blue Design | -7289430 | DESIGN, BLUE, BLACK | 0 | GRAY, PUPPY | ||
| 9376 | Airbrush Memorial Pet Shirt Design | -7289430 | DESIGN, BLUE, BLACK | 0 | none | ||
| 9378 | Airbrush Pet w/ Wings Shirt Design | -7289430 | DESIGN, BLUE, BLACK | 0 | none | ||
| 5511 | Airbrush Pet Splatter Portrait Design | -7289430 | DESIGN, BLUE, BLACK | 0 | SPLATTER, PUPPY | ||
| 5510 | Airbrush Pet Portrait With Rainbow Design | -7289430 | DESIGN, BLUE, BLACK | 0 | RAINBOW, PUPPY | ||
| 9375 | Airbrush Pet w/ Wings And Clouds Memorial Shirt Design | -7289430 | DESIGN, BLUE, BLACK | 0 | none | ||
| 9365 | Airbrush Memorial Pet Shirt Design | -7289430 | DESIGN, BLUE, BLACK | 0 | none |