What is an example of a classification task in supervised learning?Select one:a.Predicting the price of a house based on its characteristicsb.Determining whether an email is spam or notc.Grouping customers into different segments based on their spending habitsd.Predicting the stock price for the next day based on historical data
Question
What is an example of a classification task in supervised learning?Select one:a.Predicting the price of a house based on its characteristicsb.Determining whether an email is spam or notc.Grouping customers into different segments based on their spending habitsd.Predicting the stock price for the next day based on historical data
Solution
The correct answer is b. Determining whether an email is spam or not. This is a classification task in supervised learning because the model is trained on a labeled dataset, where each email is marked as either "spam" or "not spam". The goal of the model is to learn from these labels and correctly classify new, unseen emails into these two categories.
Similar Questions
What is an example of a regression task in supervised learning?Select one:a.Predicting the price of a house based on its characteristicsb.Determining whether an email is spam or notc.Grouping customers into different segments based on their spending habitsd.Predicting the stock price for the next day based on historical data
What is a supervised learning algorithm?Select one:a.An algorithm that can only perform classification tasksb.An algorithm that can only perform regression tasksc.An algorithm that can learn from unlabeled datad.An algorithm that can learn from labeled data
Of the Following Examples, Which would you address using an supervised learning Algorithm?(1 Point)given email labeled as spam or not spam, learn a spam filtergiven a set of news articles found on the web, group them into set of articles about the same story.given a database of customer data, automatically discover market segments and group customers into different market segments.find the patterns in market basket analysis
What is supervised learning?Review LaterLearning with labeled data, where the target variable is knownLearning with unlabeled data, where the target variable is unknownLearning with feedback, where the machine learns from its mistakesLearning with a teacher, where the machine learns by example
What type of machine learning is used when the model learns from data that is neither classified nor labeled?Answer areaSupervised LearningUnsupervised LearningReinforcement LearningSemi-supervised Learning
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