To complete the following sentence, select the appropriate option from the drop-down menu. ________________ is a process in which the best machine learning algorithm to use for your specific data is…

Question

Options

• AAutomated machine learning (AutoML)
• BNormalization
• CFeature engineering

• A
  94% (44)
• B
  2% (1)
• C
  4% (2)

Explanation

AutoML is a process in which the best machine learning algorithm to use for your specific data is selected for you. AutoML tries different algorithms and tuning parameters in parallel while training a model and stops once it reaches predefined exit criteria. Generated output provides the list of used algorithms along with recommendations on the best ones to use. Normalization is a technique used to change the values in numeric columns to bring them up to the common scale; to the values ranging between 0 and 1, without loss of information or differences in the value ranges. Feature engineering is a process of creating new features from within provided input dataset, which can help to better represent relationships and correlations between the input data and expected outcome. Feature engineering improves the quality and performance of the trained model and increases its predictive power.

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