Fold 2 - 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 | |
| 199520 | 5.000000 | 71.79.28 | 28.79.71 (28*83^2 + 79*83 + 71) | No | |
| 199870 | 5.000000 | 6.1.29 | 29.1.6 (29*83^2 + 83 + 6) | No | |
| 4085608 | 5.000000 | 16.5.12.7 | 7.12.5.16 (7*83^3 + 12*83^2 + 5*83 + 16) | No |
These are the training products that have the "SCHOOL" tag (processing sequence 6115). 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 | 4085608 | COFFEE CUP, THERMAL | 4085958 | INSULATED, REUSABLE | ||
| 24251 | Thingamajig Sensory Activity Pillow by Bouncyband® | 199870 | FLEXIBLE SEATING | 200220 | none | ||
| 24250 | Comfy Hugging Peapod Small 48” for Pre-K/Elementary School Kids by Bouncyband® *Electric Pump Included | 199520 | WIGGLE SEAT, FLEXIBLE SEATING | 199870 | 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 |