Fold 1 - Understanding why coefficient -15774 was selected
Tag: BABY BLANKET
Selected Coefficient: -15774
Taxonomy Path: -4.24.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -15774 | 2.012048 | -4.24.2 | -2.24.4 (-(2*83^2 + 24*83 + 4)) | Yes | |
| -1000 | 2.012048 | -4.12 | -12.4 (-(12*83 + 4)) | No | |
| 0 | 2.012048 | 0 | 0 (0) | No | |
| 166 | 2.012048 | 0.2 | 2.0 (2*83) | No |
These are the training products that have the "BABY BLANKET" tag (processing sequence 4717). 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 |
|---|---|---|---|---|---|---|---|
| 18714 | Blanket & Lovey Gift Set - Bunny | 166 | BABY SHOWER GIFTS | 15940 | none | ||
| 24999 | READY TO SHIP - Designer Minky Blanket - Deer Painted on Wood - Baby | 0 | DESIGNER MINKY | 15774 | none | ||
| 30553 | Sunday Picnic | -1000 | TUMBLE DRY, COT BEDDING, PERSONALISED QUILT | 14774 | none | ||
| 30554 | Raspberry Parlour | -15774 | COT BLANKET, COT BEDDING | 0 | none |