Fold 1 - Understanding why coefficient 7495582 was selected
Tag: BLACK & WHITE CARDS
Selected Coefficient: 7495582
Taxonomy Path: 18.4.9.13
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 7495582 | 2.000000 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | Yes | |
| 657868396334 | 3.000000 | 3.2.1.2.1.1.2 | 2.1.1.2.1.2.3 (2*83^6 + 3939040643 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "BLACK & WHITE CARDS" tag (processing sequence 3858). 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 |
|---|---|---|---|---|---|---|---|
| 22612 | I’ve Had The Best Day Today. | 657868396334 | none | 657860900752 | none | ||
| 22621 | Hello | 657868396334 | none | 657860900752 | none | ||
| 22622 | I Can Drift Into A Day-Dream So Easily. It’s Just A Talent I Was Probably Born With. | 7495582 | none | 0 | none | ||
| 22623 | I Cut My Own Hair Today. It Will Be OK In Two Weeks. | 7495582 | none | 0 | none | ||
| 22624 | If I Sit Here Quietly Someone Will eventually Notice My Tattoo. | 7495582 | none | 0 | none |