Fold 3 - Understanding why coefficient 101046 was selected
Tag: BUNDLE
Selected Coefficient: 101046
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
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? |
|---|---|---|---|---|---|
| 101046 | 5.000198 | 13.3.20 | 20.3.13 (20*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 9099539572 | 5.000397 | 13.3.2.6.3.5 | 5.3.6.2.3.13 (5*71^5 + 3*71^4 + 6*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > False Eyelashes | No |
| 5 | 6.000000 | 5 | 5 (5) | Bundles | No |
| -9099438526 | 7.000000 | -0.0.53.5.3.5 | -5.3.5.53.0.0 (-(5*71^5 + 3*71^4 + 5*71^3 + 53*71^2)) | No | |
| -25985560 | 7.000000 | -57.59.42.1.1 | -1.1.42.59.57 (-(25411681 + 357911 + 42*71^2 + 59*71 + 57)) | No | |
| -2827847 | 7.000000 | -59.68.63.7 | -7.63.68.59 (-(7*71^3 + 63*71^2 + 68*71 + 59)) | No |
These are the training products that have the "BUNDLE" tag (processing sequence 803). 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 |
|---|---|---|---|---|---|---|---|
| 7921 | Hooded Magnetic Lash Kit | 9099539572 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > False Eyelashes | none | 9099438526 | none | |
| 10047 | At-Home Facial | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | RETAIL | |
| 10044 | Complete Eye Care | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | RETAIL | |
| 6481 | Beauty On The Go | 5 | Bundles | none | -101041 | RETAIL | |
| 10045 | Body Beautiful | 5 | Bundles | none | -101041 | RETAIL | |
| 10042 | His Favorites | -2827847 | MEN | -2928893 | RETAIL | ||
| 10046 | Anti-Aging Super Heroes | -25985560 | ANTI AGING | -26086606 | RETAIL | ||
| 7932 | Love Magnetic Lash Kit | -9099438526 | MAGNETIC | -9099539572 | none |