Fold 1 - Understanding why coefficient 39269 was selected
Tag: CONSUMABLES
Selected Coefficient: 39269
Taxonomy Path: 6.23.6
Taxonomy Name: Business & Industrial > Science & Laboratory > Laboratory Supplies
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 39269 | 4.000160 | 6.23.6 | 6.23.6 (6*79^2 + 23*79 + 6) | Business & Industrial > Science & Laboratory > Laboratory Supplies | Yes |
| 26787 | 4.000801 | 6.23.4 | 4.23.6 (4*79^2 + 23*79 + 6) | Business & Industrial > Science & Laboratory > Laboratory Equipment | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "CONSUMABLES" tag (processing sequence 2026). 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 |
|---|---|---|---|---|---|---|---|
| 23172 | Inoculating Loop, 10ul, Yellow, Individually Wrapped/Sterile, 400/pk | 39269 | Business & Industrial > Science & Laboratory > Laboratory Supplies | none | 0 | none | |
| 23176 | Inoculating Loop, 1ul, Blue, Individually Wrapped/sterile, 400/pk | 39269 | Business & Industrial > Science & Laboratory > Laboratory Supplies | none | 0 | none | |
| 23205 | 2ml Vials, Screw Top, Clear, Write-on spot Autosampler vial | 39269 | Business & Industrial > Science & Laboratory > Laboratory Supplies | none | 0 | none | |
| 23121 | OEM Replacement Parts for Shimadzu 228-48249-96 Inlet Check Valve | 39269 | Business & Industrial > Science & Laboratory > Laboratory Supplies | none | 0 | none | |
| 23120 | OEM Replacement Parts for Shimadzu 228-45705-91 Outlet Check Valve | 39269 | Business & Industrial > Science & Laboratory > Laboratory Supplies | none | 0 | none | |
| 23197 | 2 in 1, Manual Vial Crimpers & Decappers, 11mm & 20mm | 26787 | Business & Industrial > Science & Laboratory > Laboratory Equipment | none | -12482 | none | |
| 23160 | PCR Plates, 96 Well, 0.2ml, Non Skirted, Clear | 0 | DWP10-5 | -39269 | none | ||
| 23151 | PCR 8-Strip Tube Caps, Clear, Flat, 125/pk | 0 | DWP10-5 | -39269 | none | ||
| 23158 | PCR Plates, 96 Well, 0.1ml, Non Skirted, Clear | 0 | DWP10-5 | -39269 | none | ||
| 23111 | Nucleic Acid Extraction Kit (Pre-packaged), Viral DNA/RNA Extraction Kit | 0 | NUCLEIC ACID PURIFICATION | -39269 | none |