which graph is prepared when the variable has several components? 1) histogram 2) band graph 3) silhouette graph 4) zeon graph
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Answer:
no.4
Step-by-step explanation:
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0
Answer:
The correct answer is : 3) silhouette graph.
Silhouette graph is prepared when the variable has several components.
Explanation :
- The silhouette Method can also be used to interpret and validate consistency inside data clusters, as well as to determine the ideal number of clusters.
- Each point's silhouette coefficient, which quantifies how much a point resembles its own cluster in relation to other clusters, is computed using the silhouette method.
- By giving a brief graphic depiction of how accurately each object has been identified.
- The silhouette value gauges an object's cohesion with its own cluster in comparison to other clusters (separation).
- The silhouette's value varies between [1, -1], with a high value indicating that the object is well matched to its own cluster and a low value indicating that it is poorly matched to nearby clusters.
- When the majority of items have high values, the clustering configuration is suitable.
- Numerous points with low or negative values indicate that there may be too many or too few clusters in the clustering design.
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