Fold 1 - Understanding why coefficient -350 was selected
Tag: SCHOOL
Selected Coefficient: -350
Taxonomy Path: -18.4
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -350 | 4.000000 | -18.4 | -4.18 (-(4*83 + 18)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 6625 | 5.000000 | 68.79 | 79.68 (79*83 + 68) | No | |
| 199520 | 5.000000 | 71.79.28 | 28.79.71 (28*83^2 + 79*83 + 71) | No | |
| 10396859 | 5.000000 | 30.16.15.18 | 18.15.16.30 (18*83^3 + 15*83^2 + 16*83 + 30) | No |
These are the training products that have the "SCHOOL" tag (processing sequence 6146). 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 |
|---|---|---|---|---|---|---|---|
| 30567 | KEEP CUP - HELIX KIT MIXED - 12/18OZ , 355/532ML - BLACK | 10396859 | THERMAL | 10397209 | INSULATED, REUSABLE | ||
| 24250 | Comfy Hugging Peapod Small 48” for Pre-K/Elementary School Kids by Bouncyband® *Electric Pump Included | 199520 | WIGGLE SEAT, FLEXIBLE SEATING | 199870 | none | ||
| 10490 | Men Backpack Casual Fashion Laptop Anti-theft Notebook School Bag with USB Port | 6625 | BAG, BACKPACK | 6975 | none | ||
| 8340 | School Logo Mats | 0 | LOGOMAT | 350 | none | ||
| 23964 | Wiggle Seat Antimicrobial Wedge Sensory Cushion for Pre-K/Elementary/Middle School Kids by Bouncyband® | -350 | WIGGLE SEAT, FLEXIBLE SEATING | 0 | none | ||
| 23969 | Wiggle Seat Antimicrobial Big Sensory Chair Cushion for Elementary/Middle/High School Kids by Bouncyband® | -350 | WIGGLE SEAT, FLEXIBLE SEATING | 0 | none |