Fold 3 - Understanding why coefficient 1235969 was selected
Tag: CANDLES
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 |
| 4986559 | 2.000000 | 0.0.9.10 | 10.9.0.0 (10*79^3 + 9*79^2) | No |
These are the training products that have the "CANDLES" tag (processing sequence 920). 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 |
|---|---|---|---|---|---|---|---|
| 8242 | Chakra Healing Lotion Candle Number 6 | 4986559 | ALKEMIE | 3750590 | none | ||
| 7093 | APPLE MAPLE BOURBON | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none | |
| 7192 | GEORGIA PEACH | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none |