Autism Screening using Machine Learning

Objective

To predict Autism Spectrum Disorder (ASD) using machine learning techniques.

Models Used

• Logistic Regression
• Decision Tree
• Random Forest

Evaluation Metrics

• Accuracy
• Precision
• Recall
• F1 Score
• Confusion Matrix

Result

Random Forest performed best based on F1 Score.

Tools Used

• Python
• Google Colab
• Scikit-learn