Fold 4 - Understanding why coefficient 2546408 was selected
Tag: NEON YELLOW
Selected Coefficient: 2546408
Taxonomy Path: 1.1.13.5
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Overshirts
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 2546408 | 3.000004 | 1.1.13.5 | 5.13.1.1 (5*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Overshirts | Yes |
| 5997681 | 3.000004 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 4025525 | 3.000004 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -3563691 | 5.000000 | -1.1.18.7 | -7.18.1.1 (-(7*79^3 + 18*79^2 + 79 + 1)) | No |
These are the training products that have the "NEON YELLOW" tag (processing sequence 2148). 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 |
|---|---|---|---|---|---|---|---|
| 5467 | Airbrush Bad AF Shirt Design | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, 80S | 3451273 | none | |
| 5534 | Airbrush Pet Portrait Shirt Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DESIGN, WHITE, CAT, ANIMAL, NAMES | 1479117 | none | |
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | 2546408 | Apparel & Accessories > Clothing > Clothing Tops > Overshirts | JOGGERS, WHITE, ORANGE, TANK TOP, BRICKS, 2000S, BLUE | 0 | none | |
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 0 | DESIGN, 80S, 90S | -2546408 | NUMBERS, TOUR | ||
| 9359 | Airbrush Cat Portrait Shirt Design | 0 | DESIGN, WHITE, ANIMAL, NAMES | -2546408 | none | ||
| 5510 | Airbrush Pet Portrait With Rainbow Design | -3563691 | DESIGN, ORANGE, BLUE, ANIMAL, NAMES | -6110099 | RAINBOW |