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recall-model – AI Model by hd1110 | AlphaNeural AI
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recall-model
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AutoSafe Recall Prediction Model
LightGBM binary classifier predicting automotive recall risk from NHTSA complaint data.
Task:
Binary classification (will vehicle be recalled?)
Training data:
140,488 NHTSA complaints (2015-2025)
F1 Score:
60.5% |
Recall:
70.2% |
ROC-AUC:
0.916
Threshold:
0.338
Features:
1,025 (TF-IDF + component + temporal + severity)
Once uploaded your files will be at:
https://huggingface.co/YOUR-USERNAME/recall-model/resolve/main/production_model.pkl
