/Synchallenge

Used machine learning to determine whether a selected image would be classified as a synapse or not

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

synchallenge

The python notebook in this repository is used to classify various images to determine if they are considered to be an image of a synapse or not. Ultimately, this algorithm used a random forest decision tree to classify these images. By defining various characteristics of the images and using these features as inputs to the random forest classifer, my approach reached 92% accuracy in classifying these images.