A Performance Comparison of Unsupervised Techniques for Event Detection from Oscar Tweets

Figure 13

k-means elbow method where k = 10. The elbow approach chooses an optimal value of k depending on the distance between data points and their associated clusters using the sum of squared distance (SSE). We picked a k value where the SSE started to flatten out and an inflection point appeared.