Average Adjusted Rand index to compare performances of clustering algorithms: k-means++, Qcut, kNN-Spectral and DBHT for the benchmark data sets collected by de Souto et al[40] (k++ indicates k-m...
I find it useful to compare the means and eye-ball the overlap of the spreads between algorithms. Compare Machine Learning Algorithms in R Dot Plots Parallel Plots This is another way to look at the data. It shows how each trial of each cross validation fold behaved for each of the algori...