Skip to content
ml-recall

#metrics

7 questions from Segmentation, Language Modeling

Timed test

7 questions · 7 min · score and explanations at the end

Take a test
Q 1 / 7Score 0 / 0

Question 1: Short answer

mediumAI-checkedSegmentation

A 3-class segmentation model is evaluated on 120 pixels. Entry nijn_{ij} counts the pixels of true class ii (row) that were predicted as class jj (column).

true \ predicted background cat dog
background 50 6 4
cat 5 21 4
dog 3 7 20

What is the mean IoU, the intersection over union averaged over the three classes?

a number between 0 and 1, 2 decimals