HarshitDawar55 / ClusteringGroupOfMachines

Machine Learning real world project of clustering machines based on their metrics.
GNU General Public License v3.0
4 stars 6 forks source link

Added Algortihm selection notebook #15

Closed Abjcodes closed 3 years ago

Abjcodes commented 3 years ago

Changes

Implemented 3 algorithms and performed their evaluation. DBSCAN algorithm shows better results overall.

Issues

Memory error while merging the data, hence implemented algorithms on a small scale data. Memory error while computing silhouette score.

HarshitDawar55 commented 3 years ago

I don't think this work is explanatory enough. I suggest please add proper documentation to the work that you are doing, instead of just writing a few lines of code & drawing some diagrams. Each line of code should be self-explanatory &. each plot should have captions of what it is justifying/representing.

In addition to that, there should be only one file of code instead of multiple files. Therefore use only one file.