Fold 2 - Understanding why coefficient -3957044 was selected
Tag: GIFT SET
Selected Coefficient: -3957044
Taxonomy Path: -13.3.2.8
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? |
|---|---|---|---|---|---|
| -3957044 | 2.000000 | -13.3.2.8 | -8.2.3.13 (-(8*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| 5 | 2.000000 | 5 | 5 (5) | Bundles | No |
| 5306407 | 2.000000 | 56.19.60.10 | 10.60.19.56 (10*79^3 + 60*79^2 + 19*79 + 56) | No |
These are the training products that have the "GIFT SET" tag (processing sequence 3198). 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 |
|---|---|---|---|---|---|---|---|
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 5306407 | ORGANIC, BALANCE, MOTHERS, SLEEP | 9263451 | none | ||
| 11326 | Crafting wearables + Fabtronic Sewing Set | 5 | Bundles | none | 3957049 | none | |
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -3957044 | ORGANIC, AROMATHERAPY | 0 | none |