Fold 3 - Understanding why coefficient 1042 was selected
Tag: BAGS
Selected Coefficient: 1042
Taxonomy Path: 15.13
Taxonomy Name: Luggage & Bags > Tote Bags
Products with this tag: 14
Unique residual values tried: 13
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? |
|---|---|---|---|---|---|
| 1042 | 7.063291 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 568 | 7.063293 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
| -1971588 | 7.063293 | -64.71.78.3 | -3.78.71.64 (-(3*79^3 + 78*79^2 + 71*79 + 64)) | No | |
| 15 | 7.075949 | 15 | 15 (15) | Luggage & Bags | No |
| -1971351 | 7.075949 | -64.68.78.3 | -3.78.68.64 (-(3*79^3 + 78*79^2 + 68*79 + 64)) | No | |
| 25216 | 7.075949 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 1497840 | 12.000160 | 0.0.3.3 | 3.3.0.0 (3*79^3 + 3*79^2) | No | |
| 0 | 12.000160 | 0 | 0 (0) | No | |
| -7969269 | 12.012658 | -65.72.12.16 | -16.12.72.65 (-(16*79^3 + 12*79^2 + 72*79 + 65)) | No | |
| -7969032 | 12.012658 | -65.69.12.16 | -16.12.69.65 (-(16*79^3 + 12*79^2 + 69*79 + 65)) | No | |
| -44239 | 12.012658 | -78.6.7 | -7.6.78 (-(7*79^2 + 6*79 + 78)) | No | |
| -43765 | 12.012658 | -78.0.7 | -7.0.78 (-(7*79^2 + 78)) | No | |
| 3089627 | 13.000000 | 16.4.21.6 | 6.21.4.16 (6*79^3 + 21*79^2 + 4*79 + 16) | No |
These are the training products that have the "BAGS" tag (processing sequence 741). 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 |
|---|---|---|---|---|---|---|---|
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 3089627 | AOP, ASSEMBLED IN THE USA | 3088585 | none | ||
| 249 | Accessory Pouch | 1497840 | POUCHES, ALL OVER PRINT, AOP, ASSEMBLED IN THE USA | 1496798 | SUBLIMATION | ||
| 5746 | Timberland Men's Rugged Wash Leather Travel Kit, Black | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 24174 | none | |
| 14159 | Cotton Tote: My Love Language is Consent | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 2322 | Red Cuckoo Shoulder Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 879 | Devendra | 568 | Luggage & Bags > Fanny Packs | none | -474 | ESSENTIEL ANTWERP, EUROPEAN BRANDS | |
| 2367 | Plain Clutch Bag | 15 | Luggage & Bags | none | -1027 | none | |
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 0 | HANDBAG | -1042 | CROSSBODY, LUNA | ||
| 1470 | Bass Coast x Gazzy Canvas Tote | -43765 | ACCESSORY | -44807 | GAZZY BY GAZZO | ||
| 1472 | Bass Coast x Gazzy Fanny Pack | -44239 | ACCESSORY | -45281 | GAZZY BY GAZZO | ||
| 9008 | ASRV Waterproof Cordura® Crossbody Bag - Black | -1971351 | ASRV | -1972393 | none | ||
| 9006 | ASRV Waterproof Cordura® Chest Bag - Black | -1971588 | ASRV | -1972630 | none | ||
| 9009 | ASRV Waterproof Cordura® Crossbody Bag - Grey Reflective | -7969032 | GREY, ASRV | -7970074 | none | ||
| 9007 | ASRV Waterproof Cordura® Chest Bag - Grey Reflective | -7969269 | GREY, ASRV | -7970311 | none |