Fold 0 - Understanding why coefficient 917689 was selected
Tag: #CANDLE
Selected Coefficient: 917689
Taxonomy Path: 14.3.40.2
Taxonomy Name: Home & Garden > Decor > Home Fragrances > Candles
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 917689 | 0.000000 | 14.3.40.2 | 2.40.3.14 (2*71^3 + 40*71^2 + 3*71 + 14) | Home & Garden > Decor > Home Fragrances > Candles | Yes |
These are the training products that have the "#CANDLE" tag (processing sequence 240). 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 |
|---|---|---|---|---|---|---|---|
| 8243 | Blissful Soy Candle | 917689 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none | |
| 8245 | Clear Away Soy Candle | 917689 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none | |
| 8246 | Abundance Soy Candle | 917689 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none |