Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
https://xgboost.ai/
https://machinelearningmastery.com/best-tune-multithreading-support-xgboost-python/
https://medium.com/data-design/xgboost-gpu-performance-on-low-end-gpu-vs-high-end-cpu-a7bc5fcd425b
xgboost GPU is fast. Very fast. As long as it fits in RAM and …
The prediction error is a trade-off of bias and variance. In statistics, we often talk about unbiased estimators (especially in linear regression). In this case we restrict the estimators/predictors to be in a (small) class, and find the optimal solution in this class (called BLUE or BLUP).
Generally speaking …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
good when you have large amount of data
usually use 1/5 to 1/3 of the data as testing data set.
suitable when …