sergey-obukhov

3 ms·

1. 1.▲
   by sergey-obukhov 10y ago

   you're absolutely right!
2. 2.▲
   by sergey-obukhov 10y ago

   While the research and prototyping were done in R the service itself is in python. The implementation is so simple that it doesn't require any specific ML libs. More complex tasks will probably require using scikit (if desired to stay
3. 3.▲
   by sergey-obukhov 10y ago

   There are many approaches https://en.wikipedia.org/wiki/Cluster_analysis . In the research k-means clustering was used. It's probably not the best clustering algo for this task and a much better results would be ac
4. 4.▲
   by sergey-obukhov 10y ago

   What part? :)
5. 5.▲
   by sergey-obukhov 10y ago

   Re-pasting my comment here where it belongs as a reply: It could be a great idea - to plot the data on 2 axes (x - html length or html size, y - processing time, if I understand this correctly). It's simple and elegant. I'll try t
6. 6.▲
   by sergey-obukhov 10y ago

   Html size and html tags count was a natural choice. If it didn't work out the next step would be to try something else. You're right that it's a very naive example and that in a way it was solved before any ml was applied. Th
7. 7.▲
   by sergey-obukhov 10y ago

   It could be a great idea - to plot the data on 2 axes (x - html length or html size, y - processing time, if I understand this correctly). It's simple and elegant. I'll try that. It could be though that the chart will get messy wi