Simple 4-layer CNN on raw candlestick charts achieves 0.892 AUC-ROC for cryptocurrency regime prediction and outperforms complex encodings and larger pretrained models.
Using deep learning neural networks and candlestick chart representation to predict stock market
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Visual Chart Representations for Cryptocurrency Regime Prediction: A Systematic Deep Learning Study
Simple 4-layer CNN on raw candlestick charts achieves 0.892 AUC-ROC for cryptocurrency regime prediction and outperforms complex encodings and larger pretrained models.