ML 10211AM223 Unit I Quiz

Identify the kind of learning algorithm for  “facial identities for facial expressions”.

• Prediction

• Recognition patterns

• Recognizing anomalies

• Generating patterns

What is the application of machine learning methods to a large database called?

• Big data computing

• Internet of things

• Data mining

• Artificial intelligence

Identify the type of learning in which labeled training data is used.

• Semi Supervised

• Supervised

• Reinforcement

• Unsupervised

What is the term known as on which the machine learning algorithms build a model based on sample data?

• Data training

• Training data

• Transfer data

• None of the above

The father of machine learning is _____________

• Geoffrey Everest Hinton

• Geoffrey Hill

• Geoffrey Chaucer

• None of the above

Choose the correct option regarding machine learning (ML) and artificial

intelligence (AI)

• ML is a set of techniques that turns a dataset into a software

• AI is a software that can emulate the human mind

• ML is an alternate way of programming intelligent machines

• All of the above

Concept learning inferred a ______ valued function from training examples of its

input and output

• Decimal

• Hexadecimal

• Boolean

• All of the above

  
  

Which of the following is not type of learning?

• (A) Unsupervised Learning

  
  

• (B) Supervised Learning

  
  

• (C) Semi-unsupervised Learning

  
  

• (D) Reinforcement Learning

  
  

Fraud Detection, Image Classification, Diagnostic, and Customer Retention are

applications in which of the following

• (A) Unsupervised Learning: Regression

  
  

• (B) Supervised Learning: Classification

  
  

• (C) Unsupervised Learning: Clustering

  
  

• (D) Reinforcement Learning

  
  

FIND-S Algorithm starts from the most specific hypothesis and generalize it by

considering only ________ examples

• Negative

• Positive

• (C) Negative or Positive

  
  

• (D) None of the above