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MohammedSohail
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engine_maintenance_model

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@@ -10,11 +10,11 @@ This model predicts **Engine Condition** using multiple engine sensor parameters
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  - **Task Type:** Classification
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  ## Evaluation Metrics
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- | | Best Params | Accuracy | Precision | Recall | F1-Score |
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- |:-----------------|:--------------------------------------------|-----------:|------------:|---------:|-----------:|
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- | RandomForest | {'max_depth': None, 'n_estimators': 200} | 0.802502 | 0.815152 | 0.888137 | 0.850081 |
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- | GradientBoosting | {'learning_rate': 0.1, 'n_estimators': 150} | 0.676383 | 0.701607 | 0.846865 | 0.767423 |
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- | AdaBoost | {'learning_rate': 0.5, 'n_estimators': 50} | 0.666145 | 0.682343 | 0.880244 | 0.768761 |
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  ## Dataset
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  Dataset used is hosted in the Hugging Face dataset hub:
 
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  - **Task Type:** Classification
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  ## Evaluation Metrics
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+ | | F1-Score |
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+ |:-----------------|-----------:|
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+ | RandomForest | 0.963115 |
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+ | GradientBoosting | 0.775914 |
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+ | AdaBoost | 0.76212 |
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  ## Dataset
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  Dataset used is hosted in the Hugging Face dataset hub: