Fold 1 - Understanding why coefficient 10404630 was selected
Tag: OTHER
Selected Coefficient: 10404630
Taxonomy Path: 14.11.8.21
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards
Products with this tag: 7
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 10404630 | 1.000000 | 14.11.8.21 | 21.8.11.14 (21*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "OTHER" tag (processing sequence 1714). 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 |
|---|---|---|---|---|---|---|---|
| 19792 | CB-12X16-Blend | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | 12X16 | |
| 19680 | CB-12X16-Pink | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | 12X16 | |
| 19683 | CB-16X20-Blend | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | 16X20 | |
| 19796 | CB-12x16-Blend | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | 12X16 | |
| 19794 | CB-12X16-Blend | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | 12X16 | |
| 19795 | CB-12x16-Grey | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | 12X16 | |
| 11189 | Florence Ruched-Front Sleeveless Dress | 0 | SITE-NAV-DRESSES | -10404630 | none |