Fold 0 - Understanding why coefficient 4 was selected
Tag: CHILDREN
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
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? |
|---|---|---|---|---|---|
| 4 | 3.012658 | 4 | 4 (4) | Baby & Toddler | Yes |
| 589593436 | 3.012658 | 4.78.65.10.15 | 15.10.65.78.4 (15*79^4 + 10*79^3 + 65*79^2 + 78*79 + 4) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 121281260 | 4.000000 | 65.77.77.8.3 | 3.8.77.77.65 (3*79^4 + 8*79^3 + 77*79^2 + 77*79 + 65) | No | |
| 422509295 | 4.000000 | 73.76.74.66.10 | 10.66.74.76.73 (10*79^4 + 66*79^3 + 74*79^2 + 76*79 + 73) | No |
These are the training products that have the "CHILDREN" tag (processing sequence 974). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 589593436 | ACNE, ALL AGES, BABIES, BEAUTY | 589593432 | CRADLE CAP, HORMONE BALANCE, MOTHERS | ||
| 1514 | CHECKER QUILT JACKET BY SAJ | 422509295 | TOP, SMALL, BABY | 422509291 | none | ||
| 3101 | Global Soap Shampoo Bars | 121281260 | BABIES, BATHROOM | 121281256 | CLEANSE, HAIR CARE | ||
| 1513 | CHECKERED BABY HOODIE | 4 | Baby & Toddler | none | 0 | none | |
| 9322 | Uncle moishy pesach usb kit | 0 | 30-40 | -4 | none |