MLP Quiz 2 6 Aug 2023 — Question 16

Select all that apply.

1. A

   There are 10,000 images, each contains either a cat or a dog. Exactly 500 contain cats and others contain dogs. Your task is to train a binary classifier.

2. B

   Train a binary classifier to detect if an MRI image contains carcinogenic cells or not. Number of true positives are 2%.

3. C

   Predicting if a chest x-ray belongs to a male patient or a female patient. There are nearly equal number of samples of each category.

4. D

   Based on a student’s senior secondary marks and other features, predicting if he will fail a particular exam. The exam clearing rate is 98.23%.