Fold 1 - Understanding why coefficient -4360537 was selected
Tag: PORTRAIT
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4360537 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
| 2923707 | 3.000000 | 69.69.11.8 | 8.11.69.69 (8*71^3 + 11*71^2 + 69*71 + 69) | No |
These are the training products that have the "PORTRAIT" tag (processing sequence 69). 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 |
|---|---|---|---|---|---|---|---|
| 9379 | Airbrush #LongLive Portrait With Butterflies Shirt Design | 2923707 | DESIGN, BLUE, T-SHIRT, YELLOW | 7284244 | RAINBOW | ||
| 8831 | Valentines Day Bundle Love Day Celebration Valentines 20 Designs Bundle Love Cupid Jesus Cute Valentines SVG Retro True Love Valentine Shirts SVG PNG Cutting Designs Print Sublimation | 5 | Bundles | none | 4360542 | BEAUTY | |
| 9387 | Airbrush Long Live Portrait With Butterflies Shirt Design | 0 | DESIGN | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | GIRL | |
| 9389 | Airbrush RIP Portrait Shirt Design | -4360537 | DESIGN, BLUE | 0 | none |