Problem: Frog's Species Dataset
Consider using the frog's species dataset (frogs_species csv) for this discussion question. For this dataset, please do the following:
• Describe the dataset; its main features, labels, clusters, and usage.
• Select all features in the dataset then apply a K-means clustering algorithm with a different number of clusters.
• Evaluate the results of each run and create a chart that visualizes the results of each number of clusters.
• From your point of view, what is the best number of clusters and why?
The response must include a reference list. Using Times New Roman 12 pnt font, double-space, one-inch margins, and APA style of writing and citations.
Attachment:- Frogs_Species.rar