Fold 0 - Understanding why coefficient 178 was selected
Tag: JUDAICA
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| 178 | 0.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
These are the training products that have the "JUDAICA" tag (processing sequence 56). 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 |
|---|---|---|---|---|---|---|---|
| 9194 | All-In-One Crystal Havdalah Set - Gold with Black print | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9247 | Elegant Crystal Candlesticks 11cm- With Decorative Stones | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9268 | Crystal Candlesticks With Stones 17 Cm | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9282 | Crystal Candlesticks With Stones 34 Cm | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9296 | Crystal Kiddush Cup "blessing" 16 Cm With Stones | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9305 | Crystal Besamim Holder 8*4 Cm | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9306 | Crystal Besamim Holder With Metal Plaque 8*6 Cm | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9330 | "Classic Style" 9 Branch Gold Filling Crystal Candelabra 18.5"H | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9331 | "Classic Style" 5 Branch Gold Filling Crystal Candelabra 15.5"H | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9332 | All-In-One Crystal Havdalah Set - Silver with Black print | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9346 | Crystal Wine Bottle Cork "Tov Lehoides L'Hashem" Silver Plates | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9356 | Crystal Wine Bottle Cork "Lchaim" Gold Plates | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9357 | Crystal Wine Bottle Cork "Lchaim" Silver Plates | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9745 | ALC Small Aluminum Mezuzah Case | 178 | Religious & Ceremonial > Religious Items | none | 0 | CLASSIC | |
| 9748 | ALC 6oz Glass Tumbler / Kiddush Cup | 178 | Religious & Ceremonial > Religious Items | none | 0 | CLASSIC | |
| 9758 | ALC Contemporary Menorah | 178 | Religious & Ceremonial > Religious Items | none | 0 | CLASSIC |