Introduction to Classification Models Quiz

What is the primary function of classification models in machine learning?

• To predict numerical outcomes

• To predict class-type outcomes

• To generate random data

• To optimize algorithms

Which of the following attributes would most likely be used to classify a fruit as a banana?

• Purple color and triangular shape

• Yellow color and crescent shape

• Red color and round shape

• Green color and square shape

In a supervised learning approach, how are data points used in classification models?

• They are ignored

• They are used to generate new data

• They are randomly assigned

• They are directly mapped to class labels

Which of the following is an example of a binary class label?

• Cat, Dog, Bird

• Apple, Banana, Orange

• Positive or Negative

• Easy, Intermediate, Advanced

Which algorithm is NOT typically used in classification models?

• K-Means Clustering

• Support Vector Machines

• Naïve Bayes

• Decision Trees