Machine Learning Strategy

Starting our first work, we should know some common strategies that help improve our model.

To begin with, we need to know how to judge a model fairly.

 

To improve your model wisely according to the errors, you may use Error Analysis to help you find out the main problem.

Besides, when building up your own system, it's always a good choice to take others work as a start.

Despite the classic way, there are some so called Extend Learning technics, that may help with special circumstances.

 

With all that above, we are likely to build a good enough system. 

The following note will focus on the field of Computer Vision.