Fold 4 - 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: 17
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 | 9.075949 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 6493 | 9.076110 | 15.3.1 | 1.3.15 (6241 + 3*79 + 15) | No | |
| 25216 | 9.076110 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 568 | 9.088608 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
| 805 | 9.088608 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 15 | 9.088608 | 15 | 15 (15) | Luggage & Bags | No |
| 94 | 9.088608 | 15.1 | 1.15 (79 + 15) | Luggage & Bags > Backpacks | No |
| 0 | 12.012658 | 0 | 0 (0) | No | |
| 790 | 12.050633 | 0.10 | 10.0 (10*79) | No | |
| 69363 | 14.025316 | 1.9.11 | 11.9.1 (11*79^2 + 9*79 + 1) | No | |
| -5343085 | 14.025316 | -78.9.66.10 | -10.66.9.78 (-(10*79^3 + 66*79^2 + 9*79 + 78)) | No | |
| -5441993 | 14.025316 | -78.76.2.11 | -11.2.76.78 (-(11*79^3 + 2*79^2 + 76*79 + 78)) | No | |
| -15 | 16.000000 | -15 | -15 (-(15)) | No |
These are the training products that have the "BAGS" tag (processing sequence 4404). 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 |
|---|---|---|---|---|---|---|---|
| 9009 | ASRV Waterproof Cordura® Crossbody Bag - Grey Reflective | 69363 | ASRV | 68321 | none | ||
| 5746 | Timberland Men's Rugged Wash Leather Travel Kit, Black | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 24174 | none | |
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 6493 | AOP | 5451 | 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 | |
| 2425 | Tassel Zip Cross Body Bag | 805 | Luggage & Bags > Messenger Bags | none | -237 | none | |
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | 790 | CROSSBODY, HANDBAG, LUNA | -252 | none | ||
| 1472 | Bass Coast x Gazzy Fanny Pack | 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, AOP | -1042 | none | ||
| 9006 | ASRV Waterproof Cordura® Chest Bag - Black | 0 | ACCESSORY-SIZE-ONE-SIZE, ASRV | -1042 | none | ||
| 9007 | ASRV Waterproof Cordura® Chest Bag - Grey Reflective | 0 | ACCESSORY-SIZE-ONE-SIZE, ASRV | -1042 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 0 | CROSSBODY, HANDBAG, LUNA | -1042 | none | ||
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | -15 | CARAMEL, CROSSBODY, HANDBAG, LUNA | -1057 | none | ||
| 18264 | Trekkie Sketched Backpack | -5343085 | GIFT IDEAS | -5344127 | none | ||
| 18259 | Fascinating Sketch Printed Tote Bag | -5441993 | GIFT IDEAS | -5443035 | none |