APPLICATION OF SUPERVISED LEARNING
NEURAL NETWORK
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Targetted marketing, Recommended Systems, and Customer Segmentation are applications in ____
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Unsupervised Learning:Clustering
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Supervised Learning:Classification
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Reinforcement Learning
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Unsupervised Learning:Regression
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Explanation:
Detailed explanation-1: -In the context of customer segmentation, customer clustering analysis is the use of a mathematical model to discover groups of similar customers based on finding the smallest variations among customers within each group. These homogeneous groups are known as “customer archetypes” or “personas”.
Detailed explanation-2: -K-Means has the best Silhouette and Davies Bouldin score. For this reason, K-Means Algorithm is more suitable for customer segmentation.
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