Difference between revisions of "...predict values"

Revision as of 09:48, 1 June 2018

I want to...

...be fast, nice line fittings, then try the Linear Regression
...small dataset, nice line fittings, then try the Bayesian Linear Regression
...fit where small deviations are not penalized, then try Support Vector Regression (SVR)
...rank ordered categories, then try the Ordinal Regression
...predict event counts, then try the Poisson Regression
...predict a distribution with labeled data, then try the Fast Forest Quantile Regression
...accuracy matters, I can NOT accept a long training time, and have little memory, then try a Decision Forest Regression
...accuracy matters, I can NOT accept a long training time, then try a Boosted Decision Tree Regression
...accuracy matters, I can accept a long training time, then try a Neural Network

@@ Line 5: / Line 5: @@
 * ...be fast, nice line fittings, then try the [[Linear Regression]]
 * ...small dataset, nice line fittings, then try the [[Bayesian Linear Regression]]
+* ...fit where small deviations are not penalized, then try [[Support Vector Regression (SVR)]]
 * ...rank ordered categories, then try the [[Ordinal Regression]]
 * ...predict event counts, then try the [[Poisson Regression]]