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README.md
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@@ -58,7 +58,10 @@ After cleaning, I had 35 features to work with. I created 5 additional engineere
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| `entity_score` | Numeric | Total entity involvement count โ sum of flags above (0-4) |
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I also added clustering-derived features:
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- `cluster_label` โ KMeans cluster assignment (0, 1, or 2
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- `cluster_distance` โ Distance from cluster center (became 2nd most important feature at 30% importance!)
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| `data/processed/summary_stats.csv` | Descriptive statistics after cleaning |
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##
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**[Launch SOC Triage Predictor โ](https://huggingface.co/spaces/yonatane22-bh/soc-triage-demo)**
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| `entity_score` | Numeric | Total entity involvement count โ sum of flags above (0-4) |
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I also added clustering-derived features:
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- `cluster_label` โ KMeans cluster assignment (0, 1, or 2 -
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- Cluster 0: TruePositive (ืกืืืื ื ืืื)
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- Cluster 1: TruePositive (ืกืืืื ืืืื!)
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- Cluster 2: TruePositive (ืืืืฆืข))
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- `cluster_distance` โ Distance from cluster center (became 2nd most important feature at 30% importance!)
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| `data/processed/summary_stats.csv` | Descriptive statistics after cleaning |
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---
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## Try It Live โ Interactive Demo
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**[Launch SOC Triage Predictor โ](https://huggingface.co/spaces/yonatane22-bh/soc-triage-demo)**
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