Create README.md
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README.md
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---
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language: en
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pretty_name: Predictive Maintenance Engine Data
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task_categories:
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- tabular-classification
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tags:
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- predictive-maintenance
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- engine-failure
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- classification
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- machine-learning
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- tabular-data
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size_categories:
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- 10K<n<100K
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---
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# Predictive Maintenance Engine Data
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## Description
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This dataset contains engine sensor readings used to classify whether an engine is operating normally or requires maintenance.
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The dataset supports a predictive maintenance use case, where operational parameters such as RPM, pressure, and temperature are used to detect abnormal engine behavior.
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## Features
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The dataset includes the following variables:
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- `Engine_rpm`
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- `Lub_oil_pressure`
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- `Fuel_pressure`
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- `Coolant_pressure`
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- `lub_oil_temp`
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- `Coolant_temp`
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- `Engine_Condition` (target variable)
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## Files Included
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- `engine_data.csv` → raw dataset
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- `train.csv` → training split
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- `test.csv` → testing split
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## Use Case
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This dataset is intended for machine learning classification tasks in predictive maintenance and engine condition monitoring.
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## Project Context
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This dataset was used as part of an academic capstone project focused on predictive maintenance for engine failure.
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