- Agglomerative Clustering with two cluster merging criterions.
- Spectral Clustering.
- Kernel Kmeans Clustering with RBF and polynomial Kernels.
A detailed report about assumptions made, mean accuracy, results, observations and datasets used can be found in "REPORT.pdf".
Randomly sampled a subset of data points/instances of relatively smaller size (order of 1000) for experimentation, in case when the the size of original dataset was huge in terms of number of data points.