COMPUTER SCIENCE AND ENGINEERING
MACHINE LEARNING
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Traditional rule-based methods, in which the rules can be explicitly clarified manually
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Traditional rule-based methods use explicit programming to solve problems
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The mapping relationship of the model in machine learning is automatically learned
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The mapping relationship of the model in the machine learning institute must be implicit
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Detailed explanation-1: -A traditional algorithm takes some input and some logic in the form of code and drums up the output. As opposed to this, a Machine Learning Algorithm takes an input and an output and gives the some logic which can then be used to work with new input to give one an output.
Detailed explanation-2: -Traditional programming is a manual process-meaning a person (programmer) creates the program. But without anyone programming the logic, one has to manually formulate or code rules. In machine learning, on the other hand, the algorithm automatically formulates the rules from the data.
Detailed explanation-3: -Machine learning systems can learn from past data and adapt to new situations by themselves, whereas rule-based systems require human intervention for any changes.
Detailed explanation-4: -ML is a type of artificial intelligence that extract patterns out of raw data by using an algorithm or method. C. The main focus of ML is to allow computer systems learn from experience without being explicitly programmed or human intervention. Explanation: All statement are true about Machine Learning.