you're absolutely right!
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…
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 achieved…
What part? :)
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.…
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…
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…
you're absolutely right!
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…
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 achieved…
What part? :)
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.…
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…
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…