Fold 4 - Understanding why coefficient 1419397 was selected
Tag: SOY CANDLE
Selected Coefficient: 1419397
Taxonomy Path: 14.3.40.2
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 1419397 | 1.036145 | 14.3.40.2 | 2.40.3.14 (2*83^3 + 40*83^2 + 3*83 + 14) | Yes | |
| 844 | 1.096386 | 14.10 | 10.14 (10*83 + 14) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No |
These are the training products that have the "SOY CANDLE" tag (processing sequence 2857). 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 |
|---|---|---|---|---|---|---|---|
| 28906 | ST. JAMES 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 28908 | WESTMORELAND 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 28923 | ST. ANDREW 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 28924 | KINGSTON 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 29831 | ST. THOMAS 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 29834 | TRELAWNY 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 28921 | CLARENDON 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 28922 | ST. CATHERINE 9 oz Scented Soy Candle | 1419397 | none | 0 | none | ||
| 28914 | ST. ELIZABETH 9 oz Scented Soy Candle | 844 | none | -1418553 | none | ||
| 28915 | MANCHESTER 9 oz Scented Soy Candle | 844 | none | -1418553 | none | ||
| 29833 | ST. MARY 9 oz Scented Soy Candle | 844 | none | -1418553 | none | ||
| 29859 | 12 Month Candle Subscription | 0 | COTTON WICK | -1419397 | MODERN HOME |