Tag Coefficient Debug: ORGANIC GIFT

Fold 1 - Understanding why coefficient 942561 was selected

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Summary

Tag: ORGANIC GIFT

Selected Coefficient: 942561

Taxonomy Path: 12.2.72.1

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 5

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?
9425614.00000012.2.72.11.72.2.12 (493039 + 72*79^2 + 2*79 + 12)Yes
11108994.0000001.0.20.22.20.0.1 (2*79^3 + 20*79^2 + 1)No
5152821754.00000014.3.9.18.1313.18.9.3.14 (13*79^4 + 18*79^3 + 9*79^2 + 3*79 + 14)No
5158690794.00000027.6.24.19.1313.19.24.6.27 (13*79^4 + 19*79^3 + 24*79^2 + 6*79 + 27)No
5167992374.00000039.9.15.21.1313.21.15.9.39 (13*79^4 + 21*79^3 + 15*79^2 + 9*79 + 39)No

Products with this Tag

These are the training products that have the "ORGANIC GIFT" tag (processing sequence 2236). 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
13757Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm516799237AWARD WINNING, CALM, LUXURY ORGANIC CANDLE WICK TRIMMER515856676none
13697Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress515869079AWARD WINNING, LUXURY ORGANIC CANDLE WICK TRIMMER514926518none
13758Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace515282175LAVENDER, AWARD WINNING, LUXURY ORGANIC CANDLE WICK TRIMMER514339614ROSEMARY
13712Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress - Travel Size1110899AWARD WINNING, GIFT UNDER £30, LUXURY ORGANIC CANDLE WICK TRIMMER168338TRAVEL SIZE
13710Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore942561ORANGE, AWARD WINNING, CALM, GIFT UNDER £30, LUXURY ORGANIC CANDLE WICK TRIMMER0none