MedMINIST_Demo

Binary/multiple classification using MedMINIST dataset

Binary classification task by MedMINIST-pneumoniamnist dataset

• Motivation: exploring whether basic machine learning models can competent in image binary classification tasks

• Dataset: MedMINIST-pneumoniamnist (greyscale image)

• Model: RandomForestClassifier

Multiple classification task by MedMINIST-pathmnist dataset

• Motivation: exploring whether basic machine learning models can competent in image multiple classification tasks

• Dataset: MedMINIST-pathmnist (RGB image)

• Model: RandomForestClassifier

Key points

• We find that basic models can handle these tasks
• Feature extraction is important for basic models and we have compared several approaches