AI Terminology Flashcard

Front

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

Back

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

Front

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

Back

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

Front

Predict based on diagram with labels for Animal Name, Hair, Feathers, Eggs, Milk, Airborne: Mammal, Bird, Reptile, Fish

Back

Mammal

Front

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

Back

There is a 46% chance that if it is NOT venomous it is NOT a predator.

Front

What does the app do when you click TRAIN?

Back

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

Front

What happens during the TESTING phase of the app?

Back

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

Front

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

Back

Label

Front

Which type of data can be separated into groups? Numerical data, Continuous data, Categorical data, Linear data

Back

Categorical data

Front

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

Back

Classification

Front

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

Back

Bias