18 Questions
What type of classification is fraud detection considered as?
Binary Classification
Which probability distribution does Binary classification use?
Bernoulli
Which of the following is NOT a type of learning?
Semi-unsupervised Learning
What kind of learning algorithm is used for 'facial identities for facial expressions'?
Recognition Patterns
Which model is trained with data in only a single batch?
Online Learning
What is the term used for the data on which machine learning algorithms build a model?
Training Data
Which technique is a subset of Artificial Intelligence?
Machine Learning
What is the purpose of using Logistic Regression?
Classifying data into categories
In the equation Y=MX+B, what does Y represent?
Dependent variable
Which of the following tasks involves predicting a continuous outcome?
Regression
What is the primary difference between supervised and unsupervised learning?
Supervised learning requires labeled data, unsupervised learning does not.
Which technique is primarily focused on finding patterns or structure in data without the need for labeled examples?
Clustering
What type of problems can Decision Tree Model be used for?
Both Classification and Regression
Is it true that AI imitates human intelligence?
True
Does Machine Learning self-learn based on the algorithm?
True
Which cost function is typically used for both Classification and Regression?
Both Classification and Regression
Which of the following is Dice loss function used for?
Segmentation
Identifying spam mail falls under which type of machine learning problem?
Classification problem
Test your knowledge on various types of classification in machine learning with these multiple-choice questions. Topics include binary classification, imbalanced classification, and types of learning.
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