Fold 2 - 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: 11
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 | 6.063291 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 99950 | 6.076110 | 15.1.16 | 16.1.15 (16*79^2 + 79 + 15) | Luggage & Bags > Backpacks > Laptop Backpacks | No |
| 94 | 6.076110 | 15.1 | 1.15 (79 + 15) | Luggage & Bags > Backpacks | No |
| 568 | 6.088608 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
| 805 | 6.088608 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 15 | 6.088608 | 15 | 15 (15) | Luggage & Bags | No |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| -1142090 | 12.012658 | -66.78.24.2 | -2.24.78.66 (-(2*79^3 + 24*79^2 + 78*79 + 66)) | No | |
| -1141853 | 12.012658 | -66.75.24.2 | -2.24.75.66 (-(2*79^3 + 24*79^2 + 75*79 + 66)) | No | |
| -1072727 | 13.000000 | -65.69.13.2 | -2.13.69.65 (-(2*79^3 + 13*79^2 + 69*79 + 65)) | No | |
| 4026567 | 13.000000 | 16.14.13.8 | 8.13.14.16 (8*79^3 + 13*79^2 + 14*79 + 16) | No |
These are the training products that have the "BAGS" tag (processing sequence 4249). 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 | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 18264 | Trekkie Sketched Backpack | 99950 | Luggage & Bags > Backpacks > Laptop Backpacks | none | 98908 | none | |
| 1470 | Bass Coast x Gazzy Canvas Tote | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 2322 | Red Cuckoo Shoulder Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 18259 | Fascinating Sketch Printed Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 2425 | Tassel Zip Cross Body Bag | 805 | Luggage & Bags > Messenger Bags | none | -237 | none | |
| 879 | Devendra | 568 | Luggage & Bags > Fanny Packs | none | -474 | none | |
| 8742 | Haas Racing F1 Pull Bag Black | 94 | Luggage & Bags > Backpacks | none | -948 | none | |
| 2367 | Plain Clutch Bag | 15 | Luggage & Bags | none | -1027 | none | |
| 249 | Accessory Pouch | 0 | POUCHES | -1042 | ASSEMBLED IN THE USA, ALL OVER PRINT | ||
| 278 | Alycia Mikay Makeup Bag | 0 | POUCHES | -1042 | ALL OVER PRINT | ||
| 9009 | ASRV Waterproof Cordura® Crossbody Bag - Grey Reflective | -1072727 | ASRV | -1073769 | none | ||
| 9008 | ASRV Waterproof Cordura® Crossbody Bag - Black | -1141853 | ACCESSORY-SIZE-ONE-SIZE, ASRV | -1142895 | none | ||
| 9006 | ASRV Waterproof Cordura® Chest Bag - Black | -1142090 | ACCESSORY-SIZE-ONE-SIZE, ASRV | -1143132 | none |