Machine LearningPython
Autism Prediction
A machine learning model built to analyze behavioral and demographic datasets to predict the likelihood of autism spectrum traits.
The Challenge
Early detection of autism spectrum traits can significantly improve access to support and resources. The challenge was to build an accurate predictive model using complex, multi-variable health and behavioral datasets.
The Solution
Developed a classification model utilizing Python and Scikit-Learn. The data was cleaned, pre-processed, and fed into multiple algorithms to determine the highest accuracy for predictive analytics.