Skip to content

Assembling models Shifu combo

Hu Zhanghao edited this page Dec 16, 2016 · 10 revisions

What is assembling models

Assembling models is try to leveraging different kinds of machine learning algorithm and combining them together to create an assemble model. See below:

Assembling models

Why need assembling models

Different machine learning algorithm has different capability to detect data pattern in large dataset. Assembling models could leverage all the capability of different algorithms and help to boost the overall performance. Meanwhile, assembling models can prevent overfit in some algorithm.

Assembling models in Shifu

shifu combo commands

  • shifu combo -new NN,LR,GBT,RF,LR
Clone this wiki locally