Types of Machine Learning Systems
There are so many different types of Machine Learning systems that it is useful to classify them in broad categories based on [Ref. 2]:
* Whether or not they are trained with human supervision (supervised, unsupervised, semi-supervised, and Reinforcement Learning)
* Whether or not they can learn incrementally on the fly (online versus batch learning)
* Whether they work by simply comparing new data points to known data points, or instead detect patterns in the training data and build a predictive model, much like scientists do (instance-based versus model-based learning)
Copyright ©2017, Software Developer, All rights reserved.
See Contents
There are so many different types of Machine Learning systems that it is useful to classify them in broad categories based on [Ref. 2]:
* Whether or not they are trained with human supervision (supervised, unsupervised, semi-supervised, and Reinforcement Learning)
* Whether or not they can learn incrementally on the fly (online versus batch learning)
* Whether they work by simply comparing new data points to known data points, or instead detect patterns in the training data and build a predictive model, much like scientists do (instance-based versus model-based learning)
Copyright ©2017, Software Developer, All rights reserved.
See Contents
No comments:
Post a Comment