What is unsupervised learning?(1 Point)Number of groups may be knownFeatures of group explicitly statedNeither feature nor number of groups is knownNone of the above
Question
What is unsupervised learning?(1 Point)Number of groups may be knownFeatures of group explicitly statedNeither feature nor number of groups is knownNone of the above
Solution
Unsupervised learning is a type of machine learning algorithm used to draw inferences from datasets consisting of input data without labeled responses. The most common unsupervised learning method is cluster analysis, which is used for exploratory data analysis to find hidden patterns or grouping in data. So, the correct answer is "Neither feature nor number of groups is known".
Similar Questions
Q.27 What is unsupervised learning?1. Number of groups may be known2. Features of group explicitly stated3. neither feature nor number of groups is known4. None of above
Which of the following is TRUE about unsupervised learning?I. Unsupervised learning refers to the problem of finding hidden structures within unlabeled data.II. Clustering techniques are unsupervised in the sense that the data scientist does not determine, in advance, the labels to apply to the clusters.II only neither I nor IIboth I and III only
Which of the following is NOT an attribute of Unsupervised Learning?1 pointThe algorithm ingests unlabeled data, draws inferences, and finds patterns from unstructured dataIt is useful for finding hidden patterns and or groupings in data and can be used to differentiate normal behavior with outliers such as fraudulent activityIt is useful for clustering data, where data is grouped according to how similar it is to its neighbors and dissimilar to everything elseTakes data and rules as input and uses these inputs to develop an algorithm that will give us an answer
Unsupervised learning is also know as: *1 pointclassificationregressionreinforcement learningexploratory learning
examples of an unsupervised learning process?
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