AI Terminology Quiz

What is the definition of the word "Label" in the context of AI?

• The conclusion we want the AI to come up with based on the features we choose.

• The data input that AI uses to make predictions.

• The process of training the AI model.

• The error rate of the AI predictions.

What is the definition of the word "Features" in the context of AI?

• The conclusion AI makes after analyzing data.

• The patterns AI will look at in the data to make predictions.

• The error rate of the AI predictions.

• The process of training the AI model.

Predict based on diagram with labels for Animal Name, Hair, Feathers, Eggs, Milk, Airborne

• Mammal

• Bird

• Reptile

• Fish

How would you interpret the chart regarding the relationship between being venomous and being a predator?

What does the app do when you click TRAIN?

• It uses 100% of the data to predict the label.

• It feeds the data into the AI machine and trains on 90% of the data.

• It deletes 10% of the data and trains on the rest.

• It predicts the label without using any data.

What happens during the TESTING phase of the app?

• The app uses 100% of the data to test the algorithm.

• The app predicts the label using 90% of the data.

• The app tests the algorithm on the last 10% of the data.

• The app ignores the features and only uses the label.

What is the output you are trying to decide or predict with a model called?

• Feature

• Label

• Training

• Bias

Which type of data can be separated into groups?

• Numerical data

• Continuous data

• Categorical data

• Linear data

What is the process of predicting a category based on other features called?

• Regression

• Classification

• Clustering

• Dimensionality reduction

What term describes when a decision favors some things and de-prioritizes or excludes others?

• Fairness

• Equality

• Bias

• Balance