4. Binary Classification

Question 2 of 10

What will the model predict?

You have built a binary classification model to predict if a tree in a forest is sick or healthy. A prediction with an output value of 1.0 means that the model is 100% confident that a tree is healthy.

You run the model and it predicts that 40% of the trees in the forest are healthy. You decide to raise the threshold and run the model again.

What will the model predict now?

Choose the correct answer from the options below.

More than 40% of the trees in the forest are healthy 40% of the trees in the forest are healthy Less than 40% of the trees in the forest are healthy Based on the given information, it's impossible to say