Fold 1 - Understanding why coefficient 181408 was selected
Tag: FLEXIBLE SEATING
Selected Coefficient: 181408
Taxonomy Path: 24.5.29
Taxonomy Name: Toys & Games > Toys > Sensory Toys
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 181408 | 3.000000 | 24.5.29 | 29.5.24 (29*79^2 + 5*79 + 24) | Toys & Games > Toys > Sensory Toys | Yes |
| 808 | 4.000000 | 18.10 | 10.18 (10*79 + 18) | Office Supplies > Office Equipment | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLEXIBLE SEATING" tag (processing sequence 2915). 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 |
|---|---|---|---|---|---|---|---|
| 23962 | Comfy Hugging Peapod Large 80" for 2-3 Kids by Bouncyband® *Electric Pump Included | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | none | |
| 24240 | SensiPod Desk Fidget Toy for Elementary/Middle/High School Kids by Bouncyband® | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | WIGGLE SEAT | |
| 24251 | Thingamajig Sensory Activity Pillow by Bouncyband® | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | none | |
| 23970 | Bouncyband® for Elementary School Chairs 13" - 17" | 808 | Office Supplies > Office Equipment | none | -180600 | none | |
| 24142 | Wiggle Wobble Chair Feet 40pc ClassPack for 10 Chairs by Bouncyband® | 808 | Office Supplies > Office Equipment | none | -180600 | WIGGLE SEAT | |
| 24145 | Bouncyband® 10pc ClassPack for Elementary School Chairs 13" - 17" | 0 | none | -181408 | none |