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  license: apache-2.0
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- Your H4 model is now performing quite well:
 
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  - **Neutral (inside cloud, –1)**:
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  - Precision 0.69 — when it predicts “neutral,” it’s correct 69% of the time.
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  - **Overall accuracy: 84%** — a big jump from ~50% on 15 min data.
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- This tells us that **Ichimoku cloud features** (plus the suite of other indicators) really helped the model understand trend context.
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  4. **Visualization**
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  Overlay your up/down/neutral predictions on a price+cloud chart for visual validation.
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- Would you like to start with a **feature importance plot**? 🚀
 
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  license: apache-2.0
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+
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+ H4 model is performing quite well:
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  - **Neutral (inside cloud, –1)**:
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  - Precision 0.69 — when it predicts “neutral,” it’s correct 69% of the time.
 
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  - **Overall accuracy: 84%** — a big jump from ~50% on 15 min data.
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+ **Ichimoku cloud features** (plus the suite of other indicators) really helped the model understand trend context.
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  ---
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  4. **Visualization**
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  Overlay your up/down/neutral predictions on a price+cloud chart for visual validation.