Fold 3 - Understanding why coefficient 2556582 was selected
Tag: RETAIL
Selected Coefficient: 2556582
Taxonomy Path: 14.11.10.7
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Serveware
Products with this tag: 10
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 2556582 | 7.000000 | 14.11.10.7 | 7.10.11.14 (7*71^3 + 10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware | Yes |
| 358320116 | 7.000000 | 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 |
| 383731797 | 7.000000 | 14.11.10.7.15 | 15.7.10.11.14 (15*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -101041 | 8.000000 | -8.3.20 | -20.3.8 (-(20*71^2 + 3*71 + 8)) | No | |
| 15351 | 9.000000 | 15.3.3 | 3.3.15 (3*71^2 + 3*71 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
| -2928893 | 9.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -26086606 | 9.000000 | -70.62.62.1.1 | -1.1.62.62.70 (-(25411681 + 357911 + 62*71^2 + 62*71 + 70)) | No |
These are the training products that have the "RETAIL" tag (processing sequence 1961). 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 |
|---|---|---|---|---|---|---|---|
| 6410 | Pigment Perfecting Serum - Sample | 383731797 | EXCLUDE-PRODUCTS | 381175215 | none | ||
| 10048 | Kantic® Calming Cream - sample | 358320116 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | EXCLUDE-PRODUCTS | 355763534 | none | |
| 6351 | Purifying Gel Cleanser - sample | 2556582 | Home & Garden > Kitchen & Dining > Tableware > Serveware | EXCLUDE-PRODUCTS | 0 | none | |
| 10072 | Free Cosmetics Case | 15351 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | -2541231 | none | |
| 10044 | Complete Eye Care | 0 | BUNDLE | -2556582 | none | ||
| 10047 | At-Home Facial | 0 | BUNDLE | -2556582 | none | ||
| 10045 | Body Beautiful | -101041 | BUNDLE | -2657623 | none | ||
| 6481 | Beauty On The Go | -101041 | BUNDLE | -2657623 | none | ||
| 10042 | His Favorites | -2928893 | MEN, BUNDLE | -5485475 | none | ||
| 10046 | Anti-Aging Super Heroes | -26086606 | ANTI AGING, BUNDLE | -28643188 | none |