dswalter

18 ms·

151.
by dswalter 11y ago
Author here: whether the hyperparameter tuning is done automatically or manually is not as important for what I was trying to say here. But yes, any of {grid-search, random-search, bayesian-optimization, etc} is likely to be more effective
152.
by dswalter 11y ago
OP here: I probably should have made it clearer that the using the same train-test splits is verboten. Your second and third paragraphs are also exactly correct. I attempted to make those points in the post, but you've done so more eff
153.
Overfitting, Regularization, and Hyperparameter Optimization(dswalter.github.io)
72 points by dswalter 11y ago|12 comments
154.
by dswalter 11y ago
While dual-axis plots can be useful to have, there are some strong arguments from the data visualization community about how they are sub-optimal. https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&am
155.
by dswalter 11y ago
It's not really directly comparable. This is a computational framework which you can use to implement a variety of ML algorithms (or in general numerical computation), so the interface to this is lower-level than Azure ML. If Azure ML
156.
by dswalter 11y ago
Atlanta's a major air travel hub, so extra-cheap flights are partially a result of that. If the poster above you has parents that are off the beaten path, it's very likely those $49 deals don't exist for the flight she or he
157.
by dswalter 11y ago
You bring up a really good point. Medium's default layout scheme highlights content over authorship, so you don't get smacked in the face by the fact that this is written by Jay Carney.
158.
by dswalter 11y ago
Are You a Human | http://areyouahuman.com | ONSITE strongly preferred | Detroit, MI USA Looking for Data Scientists, Front-End and Back-End Engineers We’re dedicated to making the digital world better for real humans. Automated
159.
by dswalter 11y ago
You bring up a good point in favor of R: Hadley Wickham and the rest of the RStudio people. Packages like {ggplot2,rvest,dplyr,devtools, etc.} are basically creating a sub-language for R. I use both at the moment, but I echo the OP's i
160.
by dswalter 11y ago
Are You a Human | http://areyouahuman.com | REMOTE maybe | Detroit, MI USA Looking for Data Scientists, Front-End and Back-End Engineers We’re dedicated to making the digital world better for real humans. Automated programs,
161.
by dswalter 11y ago
I think there may be a date issue. From this website, Zillabyte appears to be still about 5 months from going belly-up.