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predictive-maintenance-adaboost
gkrishna4346/predictive-maintenance-adaboost
predictive-maintenance-adaboost is a machine learning model from gkrishna4346. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains the AdaBoost model developed for a Predictive Maintenance Capstone Project.
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Public
Updated May 30, 2026
Repo size
32.2 KB
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.pkl32.2 KB · 94%
At a glance
- Access
- Public
- Created
- May 30, 2026
- Updated
- May 30, 2026
- SHA
- d1cacb86
Model card
From the Hugging Face model README
Predictive Maintenance - AdaBoost Model
Model Description
This repository contains the AdaBoost model developed for a Predictive Maintenance Capstone Project.
Objective
The objective of the model is to predict machine failure based on operational parameters.
Features Used
- Engine rpm
- Lub oil pressure
- Fuel pressure
- Coolant pressure
- Lub oil temperature
- Coolant temperature
Algorithm
AdaBoost Classifier
Model Performance
- Accuracy: 66.88%
- ROC-AUC: 70.50%
- Precision: 69.79%
- Recall: 83.68%
- F1-Score: 76.11%
Author
Gopikrishna
- Created
- May 30, 2026
- Updated
- May 30, 2026