Fold 2 - Understanding why coefficient -79872569 was selected
Tag: SHOWER GIFT
Selected Coefficient: -79872569
Taxonomy Path: -14.3.0.4.2
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -79872569 | 5.000000 | -14.3.0.4.2 | -2.4.0.3.14 (-(2*79^4 + 4*79^3 + 3*79 + 14)) | Yes | |
| -4 | 5.000000 | -4 | -4 (-(4)) | No | |
| 13430 | 7.000000 | 0.12.2 | 2.12.0 (2*79^2 + 12*79) | No | |
| 143794 | 7.000000 | 14.3.23 | 23.3.14 (23*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plaques | No |
These are the training products that have the "SHOWER GIFT" tag (processing sequence 3830). 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 |
|---|---|---|---|---|---|---|---|
| 10788 | Love Does Not Keep Score 1 Corinthians 13:5 | 143794 | Home & Garden > Decor > Decorative Plaques | none | 80016363 | none | |
| 18830 | Koala Organic Cotton Muslin Swaddle | 13430 | BABY | 79885999 | none | ||
| 18727 | Tiger Rattle | -4 | KNIT, BABY | 79872565 | none | ||
| 18755 | Blue Crab Rattle | -4 | KNIT, BABY | 79872565 | none | ||
| 18763 | Dino Rattle | -4 | KNIT, BABY | 79872565 | none | ||
| 18789 | NYC Train Baby Security Blanket | -79872569 | BLANKET, BABY | 0 | none | ||
| 18795 | Elephant Baby Security Blanket | -79872569 | BLANKET, BABY | 0 | none | ||
| 18695 | Puppy Security Blanket & Teether Lovey | -79872569 | BLANKET, BABY | 0 | none |