Fold 0 - Understanding why coefficient -6479 was selected
Tag: MOTHERS
Selected Coefficient: -6479
Taxonomy Path: -1.3.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -6479 | 4.000000 | -1.3.1 | -1.3.1 (-(6241 + 3*79 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 4082021 | 4.000000 | 12.5.22.8 | 8.22.5.12 (8*79^3 + 22*79^2 + 5*79 + 12) | No | |
| 197285134 | 4.000000 | 14.11.11.5.5 | 5.5.11.11.14 (5*79^4 + 5*79^3 + 11*79^2 + 11*79 + 14) | No | |
| 645544744 | 4.000000 | 36.8.25.45.16 | 16.45.25.8.36 (16*79^4 + 45*79^3 + 25*79^2 + 8*79 + 36) | No |
These are the training products that have the "MOTHERS" tag (processing sequence 2100). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 645544744 | ACNE, ALL AGES, BABIES, BEAUTY, CHILDREN, CRADLE CAP, HORMONE BALANCE | 645551223 | none | ||
| 8541 | Let Me Consult My Crystals Rounded Mug Gold Crescent Moon | 197285134 | FATHERS DAY | 197291613 | none | ||
| 3082 | Absolute Essential Calm Birth (Organic) | 4082021 | ORGANIC, MATERNITY, ANXIETY, BATHROOM | 4088500 | none | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC, STRESS, MATERNITY, ANXIETY, BABIES | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | |
| 8556 | Triple Moon - Magic Candle Holder | -6479 | CANDLES, BEST SELLER, BLACK MAGIC, FATHERS DAY, HALLOWEEN | 0 | none |