EMERGING TRENDS IN COMPUTING
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Which of these activities takes place in the testing phase within machine learning?
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Labeled data is fed as input into the algorithm along with the expected output or labels.
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The system classifies the test data based on the patterns learned from the training data.
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The algorithm studies the data patterns and works out a conclusion based on the input and output training data.
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A machine learning model is derived, to be used with test datasets.
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Explanation:
Detailed explanation-1: -When it comes to testing for ML, programmers input data and the desired behavior to produce the logic of the machine. It’s tested repeatedly to see if the learned logic remains consistent. If it does, it ensures that the system understands the logic and develops a model according to the desired behavior.
Detailed explanation-2: -There are four types of machine learning algorithms: supervised, semi-supervised, unsupervised and reinforcement.
Detailed explanation-3: -The Turing test is an assessment to determine whether a machine is able to exhibit the same intelligence as a human.
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