Fold 0 - Understanding why coefficient 1235969 was selected
Tag: GIFT SETS
Selected Coefficient: 1235969
Taxonomy Path: 14.3.40.2
Taxonomy Name: Home & Garden > Decor > Home Fragrances > Candles
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1235969 | 1.000000 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | Yes |
| 124570 | 2.000000 | 66.75.19 | 19.75.66 (19*79^2 + 75*79 + 66) | No |
These are the training products that have the "GIFT SETS" tag (processing sequence 1518). 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 |
|---|---|---|---|---|---|---|---|
| 12659 | Love Gift Set (Heart, Mini Candle, Room Spray) | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none | |
| 12674 | Boxed Icicle Peony Rose | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none | |
| 11495 | Eczema Face Moisturizer & Cleanser Kit | 124570 | BALM & OIL, ECZEMA SOAP | -1111399 | NATURAL SKINCARE/SHOP BY SKIN CONCERN/ROSACEA, NATURAL SKINCARE/SHOP BY SKIN CONCERN/THICK\/DRY\/SCALY ECZEMA, NATURAL SKINCARE/STARTER KITS & GIFTS |