Fold 3 - Understanding why coefficient 4037355 was selected
Tag: LUCKY
Selected Coefficient: 4037355
Taxonomy Path: 69.4.5.7
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 4037355 | 1.000000 | 69.4.5.7 | 7.5.4.69 (7*83^3 + 5*83^2 + 4*83 + 69) | Yes | |
| 9320985 | 1.000000 | 2.2.25.16 | 16.25.2.2 (16*83^3 + 25*83^2 + 2*83 + 2) | No |
These are the training products that have the "LUCKY" tag (processing sequence 5049). 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 |
|---|---|---|---|---|---|---|---|
| 5259 | Airbrush Lucky Crop Top | 9320985 | TANK TOP, 2000S | 5283630 | none | ||
| 2310 | Mini Micro Pave Disc Pendant Necklace | 4037355 | GOLD NECKLACE, ADJUSTABLE NECKLACE, CHARM NECKLACE, WEDDING GIFT, MOTHER'S DAY GIFT | 0 | BRIDESMAID GIFT, GIFT FOR MOM |