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Showing results for "holdout"
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Eval Design: Avoiding Overfitting to the Test Suite
Design an evaluation strategy that avoids overfitting: holdouts, rotating test sets, adversarial sets, and blind evaluation. Include rules for when to refresh benchmarks.
Tags:
evaluation,
overfitting,
benchmarks,
holdout,
testing
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Personalization Segmentation & CDP Activation
Goal: design segmentation and CDP activation. Data: events, traits, CRM. Steps: 1) Build segments (recency, behavior, value); 2) Define activation triggers; 3) Map to channels via CDP (e.g., Segment);...
Tags:
segmentation;cdp;activation
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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LTV Modeling with RFM and Pareto/NBD
Goal: model LTV with RFM and Pareto/NBD. Data: orders table + GA4 user_id mapping. Steps: 1) Derive Recency, Frequency, Monetary; 2) Fit Pareto/NBD (BG/NBD) and Gamma-Gamma for monetary; 3) Validate w...
Tags:
ltv;rfm;pareto-nbd;bg-nbd
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Privacy-Safe Audience Testing
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