Built a binary classifier that detects whether a tumour is benign or malignant using MRI data. I tested several ML models (logistic regression, SVMs, random forest, etc.) against each other to determine the best method to analyse the data. I also fine-tuned the parameters of the top three models. Ended with a 97+% accuracy with random forest.

See the code here!