Tag Coefficient Debug: NUGGETS NOVELTIES

Fold 3 - Understanding why coefficient 23 was selected

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Summary

Tag: NUGGETS NOVELTIES

Selected Coefficient: 23

Taxonomy Path: 23

Taxonomy Name: Sporting Goods

Products with this tag: 5

Unique residual values tried: 3

Candidate Coefficients Tried

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?
232.0000002323 (23)Sporting GoodsYes
1211274.0000001.2.2424.2.1 (24*71^2 + 2*71 + 1)Apparel & Accessories > Clothing Accessories > Pinback ButtonsNo
14377644.00000014.15.1.44.1.15.14 (4*71^3 + 5041 + 15*71 + 14)Home & Garden > Linens & Bedding > Bedding > BlanketsNo

Products with this Tag

These are the training products that have the "NUGGETS NOVELTIES" tag (processing sequence 1063). 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
1203Denver Nuggets Rocky Sleep Squad1437764Home & Garden > Linens & Bedding > Bedding > Blanketsnone1437741none
11322023 NBA Playoffs Western Conference Round 1 Dueling Lapel Pin121127Apparel & Accessories > Clothing Accessories > Pinback Buttonsnone121104none
685Nuggets Big Foam Fan Chain - Primary Logo23Sporting Goodsnone0none
1212Nuggets Foam Fan Chain - Pick Axe / Ball Logo23Sporting Goodsnone0none
1220Nuggets Maxie The Miner Pennant23Sporting Goodsnone0none