pyBegin / projects / servo-motor-classifier
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Servo motor classifier

Servos are basic components of many machines. There are different classes of servo for different function and to classify them can be hard for peop…

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View source folder on GitHub →contributed by@rik-chatterjee

Servo motor classifier

Descirption

Servos are basic components of many machines. There are different classes of servo for different function and to classify them can be hard for people of non-technical background.It can be solved by using a tool that classifies the servo in their respective classes.

Parameters Used:

Libraries Used:

Example

  1. Run python main.py. The script downloads the Servo Mechanism dataset from GitHub.
  2. It encodes the Motor and Screw columns (A–E mapped to 0–4) and trains a linear regression model on 70% of the data.
  3. Predictions are made on the remaining 30% and evaluation metrics (MSE, MAE, R²) are printed to the console.
  4. A scatter plot window opens showing actual vs. predicted class values.

How to run on localhost

pip install pandas numpy scikit-learn matplotlib
python main.py

Dependencies

pandas, numpy, scikit-learn, matplotlib