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Feature Engineering on Taobao held-out (test)

67AUCAdaptive Skill
65.23265.69166.1566.609Apr 2, 2026

Evaluation results

MethodLinks
Adaptive Skill#F=46, Time (s)=1972, Cost ($)=3.48±1.722026.046767.2
Claude Code Raw w/ FELA Skill#F=46, Cost ($)=8.032026.0466.366.6
Claude Code Raw#F=59, Time (s)=2235, Cost ($)=3.752026.046666.7
Claude Code Raw w/ MAS Compiler#F=48, Time (s)=2682, Cost ($)=4.342026.0465.866.6
FELA (MAS)Time (s)=32400, Cost ($)=11.462026.0465.365.3