Fold 1 - Understanding why coefficient -12898 was selected
Tag: MOTHERS
Selected Coefficient: -12898
Taxonomy Path: -21.5.2
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? |
|---|---|---|---|---|---|
| -12898 | 4.000000 | -21.5.2 | -2.5.21 (-(2*79^2 + 5*79 + 21)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 554 | 4.000000 | 1.7 | 7.1 (7*79 + 1) | No | |
| 45803596 | 4.000000 | 28.11.71.13.1 | 1.13.71.11.28 (38950081 + 13*79^3 + 71*79^2 + 11*79 + 28) | No | |
| 197278893 | 4.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "MOTHERS" tag (processing sequence 2102). 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 |
|---|---|---|---|---|---|---|---|
| 8541 | Let Me Consult My Crystals Rounded Mug Gold Crescent Moon | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 197291791 | none | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 45803596 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA, GENTLE, HORMONE BALANCE | 45816494 | NAPPY RASH | ||
| 3082 | Absolute Essential Calm Birth (Organic) | 554 | ORGANIC, BATHROOM, GENTLE | 13452 | NEWBORNS | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC, BABIES, BACK PAIN | 12898 | none | ||
| 8556 | Triple Moon - Magic Candle Holder | -12898 | CANDLES, BEST SELLER, BLACK MAGIC, HALLOWEEN | 0 | none |