Fold 2 - Understanding why coefficient -592454 was selected
Tag: JUNIPER
Selected Coefficient: -592454
Taxonomy Path: -0.0.3.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -592454 | 1.000145 | -0.0.3.1 | -1.3.0.0 (-(571787 + 3*83^2)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| -27640 | 2.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No |
These are the training products that have the "JUNIPER" tag (processing sequence 6244). 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 |
|---|---|---|---|---|---|---|---|
| 13712 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress - Travel Size | 0 | LUXURY ORGANIC CANDLE WICK TRIMMER | 592454 | TRAVEL SIZE | ||
| 31473 | Leah Dress | Sage Leopard | -27640 | BLACK DRESS, DRESSES | 564814 | none | ||
| 22120 | THE JUNIPER - Dog Flannel Fray Bandana | -592454 | DOG FRAY BANDANA | 0 | none |