Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models

By Ayoub Jadouli

Published 2026-07-21

Everscope rating

1589.8

Relevance to quantitative trading

9 / 10

Implementation complexity

7 / 10

Reproducibility

2 / 5

About this paper

Methodology: Artifact-backed prediction-policy audit with deterministic simulators. Problem types: Classification, Time Series Forecasting, Imbalanced Learning, Portfolio Optimization, Risk Management, Algorithmic Execution, Ranking.

arXiv:2607.19453 · Code · Paper rankings

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