Fold 1 - Understanding why coefficient 1419397 was selected
Tag: CANDLE
Selected Coefficient: 1419397
Taxonomy Path: 14.3.40.2
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 1419397 | 0.000290 | 14.3.40.2 | 2.40.3.14 (2*83^3 + 40*83^2 + 3*83 + 14) | Yes | |
| 399825 | 0.000871 | 14.3.58 | 58.3.14 (58*83^2 + 3*83 + 14) | No |
These are the training products that have the "CANDLE" tag (processing sequence 2929). 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 |
|---|---|---|---|---|---|---|---|
| 33459 | Dragon's Blood Crackling Wood Wick Soy Candle | 1419397 | none | 0 | none | ||
| 33412 | Black Raspberry Vanilla Crackling Wood Wick Soy Candle | 1419397 | none | 0 | none | ||
| 33458 | Wild Frangipani Crackiling Wood Wick Soy Candle | 1419397 | none | 0 | none | ||
| 19408 | Lumira Travel Candle | 1419397 | none | 0 | none | ||
| 19642 | Apothecary Soy Candle | 1419397 | none | 0 | none | ||
| 30320 | Boy Smells - CAMEO | 1419397 | none | 0 | none | ||
| 13220 | Despicable Me Birthday Candle | 1ct | 399825 | none | -1019572 | none | ||
| 13062 | Pawsome Party 2D Printed Candle, 3.3" x 2.67" | 1 ct | 399825 | none | -1019572 | none |