Fold 2 - Understanding why coefficient 180438349 was selected
Tag: RETAIL
Selected Coefficient: 180438349
Taxonomy Path: 14.11.10.7.7
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 180438349 | 4.000198 | 14.11.10.7.7 | 7.7.10.11.14 (7*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14) | Yes | |
| 358320116 | 4.000198 | 14.11.10.7.14 | 14.7.10.11.14 (14*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | No |
| 714083650 | 4.000198 | 14.11.10.7.28 | 28.7.10.11.14 (28*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14) | No | |
| 691474765 | 4.000595 | 14.11.69.14.27 | 27.14.69.11.14 (27*71^4 + 14*71^3 + 69*71^2 + 11*71 + 14) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -101041 | 7.000000 | -8.3.20 | -20.3.8 (-(20*71^2 + 3*71 + 8)) | No |
These are the training products that have the "RETAIL" tag (processing sequence 1956). 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 |
|---|---|---|---|---|---|---|---|
| 10048 | Kantic® Calming Cream - sample | 714083650 | EXCLUDE-PRODUCTS | 533645301 | none | ||
| 10042 | His Favorites | 691474765 | MEN, BUNDLE, OILY SKIN | 511036416 | none | ||
| 6351 | Purifying Gel Cleanser - sample | 358320116 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | EXCLUDE-PRODUCTS | 177881767 | none | |
| 10046 | Anti-Aging Super Heroes | 180438349 | ANTI AGING, BUNDLE | 0 | none | ||
| 10044 | Complete Eye Care | 0 | BUNDLE | -180438349 | none | ||
| 10047 | At-Home Facial | 0 | BUNDLE | -180438349 | none | ||
| 10043 | Double Cleanse | 0 | BUNDLE | -180438349 | none | ||
| 10045 | Body Beautiful | -101041 | BUNDLE | -180539390 | none |