Detecting Eyeball Dev Set Overfitting by Comparing Performance Against the Blackbox Dev Set

Sizing the Eyeball Dev Set When Data Is Plentiful

Eyeball Dev Set Should Reveal Major Error Categories

Eyeball Dev Set May Be Omitted for Tasks Humans Cannot Do Well

What is the primary purpose of the Eyeball dev set when a large dev set is split into two subsets?

The name 'Eyeball dev set' is a reminder that a human manually looks at this portion of the dev set.

The Eyeball dev set is created by randomly selecting _____ of the dev set to be manually examined.

Match each term related to dev set splitting to its correct description.

Arrange the steps for creating and using an Eyeball dev set from a large dev set in the correct order.

If you take 10% of a 5,000-example dev set as your Eyeball dev set, how many examples does the Eyeball dev set contain?

A 500-example Eyeball dev set drawn from a 5,000-example dev set is expected to contain about 100 misclassified examples.

The Eyeball dev set should be large enough so that your algorithm misclassifies enough examples for you to _____.

Match each Eyeball dev set fact to the concept it illustrates.

Arrange the reasoning steps for deciding whether an Eyeball dev set is properly sized in the correct logical order.