Dry Coffee Beans Classification using Machine Learning

Techniques Used:

• Data Cleaning
• Label Encoding
• Data Visualization
• Pre-Processing
• Machine Learning Modeling

Techniques Used:

• Support Vector Classifier
• K Neighbors Classifier

Model Evaluation Method:

• Confusion Matrix
• Accuracy Score
• Error Rate

Packages and Tools Required:

• Pandas
• Matplotlib
• Seaborn
• Scikit Learn
• Jupyter Notebook

Packages Installation:

• pip install numpy
• pip install pandas
• pip install seaborn
• pip install scikit-learn
• pip install matplotlib