Fold 1 - Understanding why coefficient -1200 was selected
Tag: SMALL BAGS
Selected Coefficient: -1200
Taxonomy Path: -15.15
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -1200 | 6.012658 | -15.15 | -15.15 (-(15*79 + 15)) | Yes | |
| 15 | 6.025316 | 15 | 15 (15) | Luggage & Bags | No |
| -1990 | 6.037975 | -15.25 | -25.15 (-(25*79 + 15)) | No | |
| 50654 | 6.037975 | 15.9.8 | 8.9.15 (8*79^2 + 9*79 + 15) | Luggage & Bags > Luggage Accessories > Travel Pouches | No |
| 74986 | 6.037975 | 15.1.12 | 12.1.15 (12*79^2 + 79 + 15) | Luggage & Bags > Backpacks > School Backpacks | No |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "SMALL BAGS" tag (processing sequence 3617). 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 |
|---|---|---|---|---|---|---|---|
| 15786 | Nawabi Couture Dome Daypack | 74986 | Luggage & Bags > Backpacks > School Backpacks | none | 76186 | none | |
| 15806 | Pithora Artistry Classic Zipper Wallet | 50654 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 51854 | none | |
| 15794 | Nicobar Coral Classic Zipper Wallet | 15 | Luggage & Bags | none | 1215 | none | |
| 15598 | Bhuj Rabari Chain Wallet | 15 | Luggage & Bags | none | 1215 | none | |
| 15796 | Nicobar Coral Flap Sling Bag | 0 | MEGA SLING | 1200 | Luggage & Bags > Laptop Bags | none | |
| 15596 | Assam Tapestry U-Shaped Sling Bag | 0 | MEGA SLING | 1200 | Luggage & Bags > Laptop Bags | none | |
| 15782 | Nawabi Couture Book Tote | -1200 | TOTE AT 999, GPAYCODE | 0 | none | ||
| 15664 | Jitwarpur Dhara Flap Sling Bag | -1200 | MEGA SLING, GPAYCODE | 0 | none | ||
| 15582 | Abstract Amaze Roll Up Lunch Bag | -1200 | BOGO, GPAYCODE | 0 | none | ||
| 15621 | Ekari Aripana Baguette | -1990 | MEGA SLING, GPAYCODE | -790 | none |