Machine Learning Quiz

Which statement best sums up Machine Learning?

• The selective acquisition of knowledge through the use of computer programs

• The selective acquisition of knowledge through the use of manual programs

• The autonomous acquisition of knowledge through the use of computer programs

• The autonomous acquisition of knowledge through the use of manual programs

Choose the options below that do not fall within the category of Machine Learning:

• Semi-unsupervised learning

• Supervised learning

• Reinforcement learning

• Unsupervised learning

What is overfitting in Machine Learning?

• When a statistical model describes random error or noise instead of underlying pattern

• Robots are programed so that they can perform the task based on data they gather from

• While involving the process of learning, ‘overfitting’ occurs.

• A set of data is used to discover the potentially predictive relationship

Which of the following machine learning algorithm is based upon the idea of bagging?

• Decision tree

• Random-forest

• Classification

• Regression

Which of the below is not a supervised machine learning algorithm?

• K-means

• Naïve Bayes

• SVM for classification problems

• Decision tree