Fold 0 - Understanding why coefficient 805 was selected
Tag: BAGS
Selected Coefficient: 805
Taxonomy Path: 15.10
Taxonomy Name: Luggage & Bags > Messenger Bags
Products with this tag: 16
Unique residual values tried: 12
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? |
|---|---|---|---|---|---|
| 805 | 8.075949 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | Yes |
| 18975 | 8.076110 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
| 94 | 8.076110 | 15.1 | 1.15 (79 + 15) | Luggage & Bags > Backpacks | No |
| 99950 | 8.076110 | 15.1.16 | 16.1.15 (16*79^2 + 79 + 15) | Luggage & Bags > Backpacks > Laptop Backpacks | No |
| 25216 | 8.076110 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 568 | 8.088608 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
| 1042 | 8.088608 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 0 | 11.025316 | 0 | 0 (0) | No | |
| 790 | 11.050633 | 0.10 | 10.0 (10*79) | No | |
| 474 | 11.050633 | 0.6 | 6.0 (6*79) | No | |
| -68558 | 13.012658 | -65.77.10 | -10.77.65 (-(10*79^2 + 77*79 + 65)) | No | |
| -68321 | 13.025316 | -65.74.10 | -10.74.65 (-(10*79^2 + 74*79 + 65)) | No |
These are the training products that have the "BAGS" tag (processing sequence 4310). 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 |
|---|---|---|---|---|---|---|---|
| 18264 | Trekkie Sketched Backpack | 99950 | Luggage & Bags > Backpacks > Laptop Backpacks | none | 99145 | GIFT IDEAS | |
| 5746 | Timberland Men's Rugged Wash Leather Travel Kit, Black | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 24411 | none | |
| 278 | Alycia Mikay Makeup Bag | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 18170 | none | |
| 14159 | Cotton Tote: My Love Language is Consent | 1042 | Luggage & Bags > Tote Bags | none | 237 | none | |
| 2425 | Tassel Zip Cross Body Bag | 805 | Luggage & Bags > Messenger Bags | none | 0 | none | |
| 9009 | ASRV Waterproof Cordura® Crossbody Bag - Grey Reflective | 805 | Luggage & Bags > Messenger Bags | none | 0 | ASRV | |
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | 790 | HANDBAG, CROSSBODY | -15 | AW22 | ||
| 879 | Devendra | 568 | Luggage & Bags > Fanny Packs | none | -237 | none | |
| 1470 | Bass Coast x Gazzy Canvas Tote | 474 | GAZZY BY GAZZO | -331 | none | ||
| 8742 | Haas Racing F1 Pull Bag Black | 94 | Luggage & Bags > Backpacks | none | -711 | none | |
| 1472 | Bass Coast x Gazzy Fanny Pack | 0 | GAZZY BY GAZZO | -805 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 0 | HANDBAG, CROSSBODY | -805 | AW22 | ||
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 0 | AOP | -805 | ASSEMBLED IN THE USA | ||
| 9008 | ASRV Waterproof Cordura® Crossbody Bag - Black | -68321 | ACCESSORY-SIZE-ONE-SIZE | -69126 | ASRV | ||
| 9006 | ASRV Waterproof Cordura® Chest Bag - Black | -68558 | ACCESSORY-SIZE-ONE-SIZE | -69363 | ASRV | ||
| 9007 | ASRV Waterproof Cordura® Chest Bag - Grey Reflective | -68558 | ACCESSORY-SIZE-ONE-SIZE | -69363 | ASRV |