Fold 1 - Understanding why coefficient 568 was selected
Tag: BAGS
Selected Coefficient: 568
Taxonomy Path: 15.7
Taxonomy Name: Luggage & Bags > Fanny Packs
Products with this tag: 21
Unique residual values tried: 14
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? |
|---|---|---|---|---|---|
| 568 | 12.088608 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | Yes |
| 1042 | 12.088608 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 25216 | 12.088768 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 252 | 12.088768 | 15.3 | 3.15 (3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags | No |
| 94 | 12.101266 | 15.1 | 1.15 (79 + 15) | Luggage & Bags > Backpacks | No |
| 15 | 12.101266 | 15 | 15 (15) | Luggage & Bags | No |
| 805 | 12.101266 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 0 | 13.037975 | 0 | 0 (0) | No | |
| 237 | 13.075949 | 0.3 | 3.0 (3*79) | No | |
| 790 | 13.088608 | 0.10 | 10.0 (10*79) | No | |
| 1031 | 19.012658 | 4.13 | 13.4 (13*79 + 4) | No | |
| 99939 | 19.012658 | 4.1.16 | 16.1.4 (16*79^2 + 79 + 4) | No | |
| 4026567 | 20.000000 | 16.14.13.8 | 8.13.14.16 (8*79^3 + 13*79^2 + 14*79 + 16) | No | |
| -15 | 20.000000 | -15 | -15 (-(15)) | No |
These are the training products that have the "BAGS" tag (processing sequence 4380). 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 |
|---|---|---|---|---|---|---|---|
| 14159 | Cotton Tote: My Love Language is Consent | 4026567 | DTG | 4025999 | none | ||
| 18264 | Trekkie Sketched Backpack | 99939 | GIFT IDEAS | 99371 | none | ||
| 5746 | Timberland Men's Rugged Wash Leather Travel Kit, Black | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 24648 | none | |
| 1470 | Bass Coast x Gazzy Canvas Tote | 1042 | Luggage & Bags > Tote Bags | none | 474 | none | |
| 2322 | Red Cuckoo Shoulder Bag | 1042 | Luggage & Bags > Tote Bags | none | 474 | none | |
| 18259 | Fascinating Sketch Printed Tote Bag | 1031 | GIFT IDEAS | 463 | none | ||
| 2425 | Tassel Zip Cross Body Bag | 805 | Luggage & Bags > Messenger Bags | none | 237 | none | |
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | 790 | CROSSBODY | 222 | none | ||
| 879 | Devendra | 568 | Luggage & Bags > Fanny Packs | none | 0 | none | |
| 1472 | Bass Coast x Gazzy Fanny Pack | 568 | Luggage & Bags > Fanny Packs | none | 0 | none | |
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 252 | Luggage & Bags > Cosmetic & Toiletry Bags | none | -316 | ASSEMBLED IN THE USA | |
| 9008 | ASRV Waterproof Cordura® Crossbody Bag - Black | 237 | ASRV | -331 | none | ||
| 9009 | ASRV Waterproof Cordura® Crossbody Bag - Grey Reflective | 237 | ASRV | -331 | none | ||
| 8742 | Haas Racing F1 Pull Bag Black | 94 | Luggage & Bags > Backpacks | none | -474 | none | |
| 2367 | Plain Clutch Bag | 15 | Luggage & Bags | none | -553 | none | |
| 9006 | ASRV Waterproof Cordura® Chest Bag - Black | 0 | ASRV | -568 | none | ||
| 278 | Alycia Mikay Makeup Bag | 0 | POUCHES | -568 | none | ||
| 249 | Accessory Pouch | 0 | POUCHES | -568 | ASSEMBLED IN THE USA | ||
| 9007 | ASRV Waterproof Cordura® Chest Bag - Grey Reflective | 0 | ASRV | -568 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 0 | CROSSBODY | -568 | none | ||
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | -15 | CARAMEL, CROSSBODY | -583 | none |